From 682e47e49fc5d5f0f4e4c8e36a7fe604f7ae54cb Mon Sep 17 00:00:00 2001
From: Oscar <25309418+osw282@users.noreply.github.com>
Date: Fri, 13 Feb 2026 15:58:47 +0000
Subject: [PATCH 1/5] Refactor and Fix ECS Agent Deployment (#152)
* Agent Implementation Using Pydantic AI (#149)
* Move old stuff to a legacy folder and setup pre-commit for rewrite
* Agent rewrite
* Update cloud watch config
* Update prompt and use remote github mcp server
* Add cloud watch tool log
* Use remote github mcp for now
* Update agent
* Update dev doc
* Make service name a required parameter
* Update cloud watch tool to search directly from log event
* Cli
* Readme
* Update agents.md
* ECS deployment
* Simplify by removing server for now
* Add logo
* Update text colour
* Update
* Refactoring
* Refactoring
---
.gitignore | 184 +-
.pre-commit-config.yaml | 33 +-
.typos.toml | 16 -
AGENTS.md | 35 +
DEVELOPMENT.md | 86 +-
Dockerfile | 37 +
README.md | 250 +-
bandit.yaml | 1 +
docker-compose.yaml | 46 +
.dockerignore => legacy/.dockerignore | 0
legacy/.gitignore | 255 ++
Makefile => legacy/Makefile | 0
legacy/README.md | 251 ++
.../compose.agent.yaml | 0
compose.dev.yaml => legacy/compose.dev.yaml | 0
{docs => legacy/docs}/agent-architecture.md | 0
{docs => legacy/docs}/creating-an-iam-role.md | 0
{docs => legacy/docs}/ecr-setup.md | 0
{docs => legacy/docs}/gar-setup.md | 0
.../imgs/architecture/agent-architecture.png | Bin
.../github-mcp-server-client-architecture.png | Bin
.../k8s-server-client-architecture.png | Bin
.../slack-server-client-architecture.png | Bin
.../docs}/imgs/iam/add-access-policy.png | Bin
.../docs}/imgs/iam/create-user.png | Bin
.../docs}/imgs/iam/iam-set-permissions.png | Bin
.../docs}/imgs/iam/iam-user-details.png | Bin
.../docs}/imgs/iam/iam-users-dashboard.png | Bin
.../docs}/imgs/running_locally/access_key.png | Bin
.../docs}/imgs/running_locally/api.png | Bin
.../docs}/imgs/running_locally/config.png | Bin
.../imgs/running_locally/currency_svc.png | Bin
.../docs}/imgs/running_locally/first_step.png | Bin
.../docs}/imgs/running_locally/github.png | Bin
.../imgs/running_locally/github_setup.png | Bin
.../docs}/imgs/running_locally/home.png | Bin
.../docs}/imgs/running_locally/option_2.png | Bin
.../running_locally/services_selection.png | Bin
.../docs}/imgs/running_locally/sre-agent.png | Bin
{docs => legacy/docs}/production-journey.md | 0
legacy/pyproject.toml | 128 +
{sre_agent => legacy/sre_agent}/__init__.py | 0
.../sre_agent}/cli/__init__.py | 0
.../sre_agent}/cli/commands/__init__.py | 0
.../sre_agent}/cli/commands/config.py | 0
.../sre_agent}/cli/commands/diagnose.py | 0
.../sre_agent}/cli/commands/help.py | 0
.../sre_agent}/cli/interactive_shell.py | 0
{sre_agent => legacy/sre_agent}/cli/main.py | 0
.../sre_agent}/cli/utils/__init__.py | 0
.../sre_agent}/cli/utils/ascii_art.py | 0
.../sre_agent}/cli/utils/config.py | 0
.../sre_agent}/cli/utils/env_setup.py | 0
.../sre_agent}/cli/utils/paths.py | 0
.../sre_agent}/cli/utils/service_manager.py | 8 +-
.../sre_agent}/client/.python-version | 0
.../sre_agent}/client/Dockerfile | 0
.../sre_agent}/client/__init__.py | 0
.../sre_agent}/client/client.py | 3 +-
.../sre_agent}/client/pyproject.toml | 0
.../sre_agent}/client/utils/auth.py | 0
.../sre_agent}/client/utils/schemas.py | 1 +
.../sre_agent}/compose.agent.yaml | 0
.../sre_agent}/compose.dev.yaml | 0
.../sre_agent}/firewall/.python-version | 0
.../sre_agent}/firewall/Dockerfile | 0
.../sre_agent}/firewall/__init__.py | 0
.../sre_agent}/firewall/firewall.py | 1 +
.../sre_agent}/firewall/pyproject.toml | 0
.../sre_agent}/firewall/startup.sh | 0
.../sre_agent}/llm/.python-version | 0
.../sre_agent}/llm/Dockerfile | 0
{sre_agent => legacy/sre_agent}/llm/main.py | 2 +-
.../sre_agent}/llm/pyproject.toml | 0
.../sre_agent}/llm/utils/adapters.py | 0
.../sre_agent}/llm/utils/clients.py | 0
.../sre_agent}/llm/utils/schemas.py | 0
.../sre_agent}/servers/.gitignore | 0
.../sre_agent}/servers/README.md | 0
.../sre_agent}/servers/github/Dockerfile | 0
.../sre_agent}/servers/github/README.md | 0
.../servers/github/common/errors.ts | 0
.../sre_agent}/servers/github/common/types.ts | 0
.../sre_agent}/servers/github/common/utils.ts | 0
.../servers/github/common/version.ts | 0
.../sre_agent}/servers/github/index.ts | 0
.../servers/github/operations/branches.ts | 0
.../servers/github/operations/commits.ts | 0
.../servers/github/operations/files.ts | 0
.../servers/github/operations/issues.ts | 0
.../servers/github/operations/pulls.ts | 0
.../servers/github/operations/repository.ts | 0
.../servers/github/operations/search.ts | 0
.../sre_agent}/servers/github/package.json | 0
.../sre_agent}/servers/github/tsconfig.json | 0
.../sre_agent}/servers/github/utils/logger.ts | 0
.../.github/workflows/cd.yml | 0
.../.github/workflows/ci.yml | 0
.../servers/mcp-server-kubernetes/.gitignore | 0
.../.vscode/extensions.json | 0
.../.vscode/settings.json | 0
.../mcp-server-kubernetes/ADVANCED_README.md | 0
.../servers/mcp-server-kubernetes/Dockerfile | 0
.../servers/mcp-server-kubernetes/LICENSE | 0
.../servers/mcp-server-kubernetes/README.md | 0
.../servers/mcp-server-kubernetes/bun.lockb | Bin
.../mcp-server-kubernetes/package.json | 0
.../src/config/cleanup-config.ts | 0
.../src/config/container-templates.ts | 0
.../src/config/deployment-config.ts | 0
.../src/config/namespace-config.ts | 0
.../src/config/server-config.ts | 0
.../mcp-server-kubernetes/src/index.ts | 0
.../src/models/helm-models.ts | 0
.../src/models/kubectl-models.ts | 0
.../src/models/resource-models.ts | 0
.../src/models/response-schemas.ts | 0
.../src/models/tool-models.ts | 0
.../src/resources/handlers.ts | 0
.../src/tools/create_configmap.ts | 0
.../src/tools/create_cronjob.ts | 0
.../src/tools/create_deployment.ts | 0
.../src/tools/create_namespace.ts | 0
.../src/tools/create_pod.ts | 0
.../src/tools/create_service.ts | 0
.../src/tools/delete_configmap.ts | 0
.../src/tools/delete_cronjob.ts | 0
.../src/tools/delete_deployment.ts | 0
.../src/tools/delete_namespace.ts | 0
.../src/tools/delete_pod.ts | 0
.../src/tools/delete_service.ts | 0
.../src/tools/describe_cronjob.ts | 0
.../src/tools/describe_deployment.ts | 0
.../src/tools/describe_node.ts | 0
.../src/tools/describe_pod.ts | 0
.../src/tools/describe_service.ts | 0
.../src/tools/get_configmap.ts | 0
.../src/tools/get_current_context.ts | 0
.../src/tools/get_events.ts | 0
.../src/tools/get_job_logs.ts | 0
.../src/tools/get_logs.ts | 0
.../src/tools/helm-operations.ts | 0
.../src/tools/kubectl-operations.ts | 0
.../src/tools/list_contexts.ts | 0
.../src/tools/list_cronjobs.ts | 0
.../src/tools/list_deployments.ts | 0
.../src/tools/list_jobs.ts | 0
.../src/tools/list_nodes.ts | 0
.../src/tools/list_pods.ts | 0
.../src/tools/list_services.ts | 0
.../src/tools/port_forward.ts | 0
.../src/tools/scale_deployment.ts | 0
.../src/tools/set_current_context.ts | 0
.../src/tools/update_configmap.ts | 0
.../src/tools/update_deployment.ts | 0
.../src/tools/update_service.ts | 0
.../mcp-server-kubernetes/src/types.ts | 0
.../src/utils/kubernetes-manager.ts | 0
.../mcp-server-kubernetes/src/utils/logger.ts | 0
.../mcp-server-kubernetes/src/utils/sse.ts | 0
.../servers/mcp-server-kubernetes/startup.sh | 0
.../tests/configmap.test.ts | 0
.../tests/contexts.test.ts | 0
.../tests/cronjob.test.ts | 0
.../tests/current_context.test.ts | 0
.../mcp-server-kubernetes/tests/helm.test.ts | 0
.../tests/kubectl.test.ts | 0
.../tests/namespace.test.ts | 0
.../tests/non_destructive_tools.test.ts | 0
.../tests/port_forward.test.ts | 0
.../tests/service.test.ts | 0
.../tests/set_current_context.test.ts | 0
.../mcp-server-kubernetes/tests/sse.test.ts | 0
.../mcp-server-kubernetes/tests/unit.test.ts | 0
.../mcp-server-kubernetes/tsconfig.json | 0
.../mcp-server-kubernetes/vitest.config.ts | 0
.../servers/prompt_server/.python-version | 0
.../servers/prompt_server/Dockerfile | 0
.../servers/prompt_server/pyproject.toml | 0
.../servers/prompt_server/server.py | 0
.../servers/prompt_server/utils/schemas.py | 0
.../sre_agent}/servers/slack/Dockerfile | 0
.../sre_agent}/servers/slack/README.md | 0
.../sre_agent}/servers/slack/index.ts | 0
.../servers/slack/package-lock.json | 0
.../sre_agent}/servers/slack/package.json | 0
.../sre_agent}/servers/slack/tsconfig.json | 0
.../sre_agent}/servers/slack/utils/logger.ts | 0
.../sre_agent}/shared/__init__.py | 0
.../sre_agent}/shared/logger.py | 4 +-
.../sre_agent}/shared/py.typed | 0
.../sre_agent}/shared/pyproject.toml | 0
.../sre_agent}/shared/schemas.py | 0
{sre_agent => legacy/sre_agent}/tsconfig.json | 0
{tests => legacy/tests}/__init__.py | 0
.../tests}/security_tests/test_guardrails.py | 1 -
.../security_tests/test_input_validation.py | 1 -
.../tests}/unit_tests/test_adapters.py | 0
legacy/uv.lock | 2325 ++++++++++++
mypy.ini | 4 +
pyproject.toml | 161 +-
ruff.toml | 71 +
src/sre_agent/__init__.py | 15 +
src/sre_agent/cli/__init__.py | 1 +
src/sre_agent/cli/configuration/__init__.py | 13 +
src/sre_agent/cli/configuration/models.py | 70 +
src/sre_agent/cli/configuration/options.py | 32 +
.../cli/configuration/providers/__init__.py | 1 +
.../cli/configuration/providers/aws.py | 133 +
src/sre_agent/cli/configuration/store.py | 52 +
src/sre_agent/cli/configuration/wizard.py | 589 +++
src/sre_agent/cli/env.py | 79 +
src/sre_agent/cli/interactive_shell.py | 34 +
src/sre_agent/cli/main.py | 24 +
src/sre_agent/cli/mode/__init__.py | 1 +
src/sre_agent/cli/mode/local.py | 199 +
src/sre_agent/cli/mode/paths.py | 12 +
src/sre_agent/cli/mode/remote/__init__.py | 1 +
src/sre_agent/cli/mode/remote/aws/__init__.py | 1 +
.../cli/mode/remote/aws/ecs/__init__.py | 1 +
.../cli/mode/remote/aws/ecs/errors.py | 98 +
src/sre_agent/cli/mode/remote/aws/ecs/menu.py | 466 +++
.../cli/mode/remote/aws/ecs/metadata.py | 88 +
.../cli/mode/remote/aws/ecs/status.py | 155 +
.../cli/mode/remote/aws/ecs/steps.py | 689 ++++
src/sre_agent/cli/mode/remote/menu.py | 21 +
src/sre_agent/cli/presentation/__init__.py | 1 +
src/sre_agent/cli/presentation/ascii_art.py | 17 +
src/sre_agent/cli/presentation/banner.py | 54 +
src/sre_agent/cli/presentation/console.py | 5 +
src/sre_agent/cli/presentation/styles.py | 28 +
src/sre_agent/config/__init__.py | 1 +
src/sre_agent/config/paths.py | 36 +
src/sre_agent/core/__init__.py | 15 +
src/sre_agent/core/agent.py | 65 +
src/sre_agent/core/deployments/__init__.py | 43 +
.../core/deployments/aws_ecs/__init__.py | 52 +
.../core/deployments/aws_ecs/cleanup.py | 330 ++
src/sre_agent/core/deployments/aws_ecs/ecr.py | 21 +
.../core/deployments/aws_ecs/ecs_tasks.py | 263 ++
src/sre_agent/core/deployments/aws_ecs/iam.py | 159 +
.../core/deployments/aws_ecs/images.py | 106 +
.../core/deployments/aws_ecs/models.py | 57 +
.../core/deployments/aws_ecs/network.py | 99 +
.../core/deployments/aws_ecs/secrets.py | 53 +
.../deployments/aws_ecs/security_groups.py | 33 +
.../core/deployments/aws_ecs/session.py | 32 +
.../core/deployments/aws_ecs/status.py | 200 +
src/sre_agent/core/interfaces.py | 54 +
src/sre_agent/core/models.py | 52 +
src/sre_agent/core/prompts.py | 35 +
.../core/prompts/diagnosis_prompt.txt | 10 +
src/sre_agent/core/prompts/system_prompt.txt | 28 +
src/sre_agent/core/settings.py | 81 +
src/sre_agent/core/tools/__init__.py | 29 +
src/sre_agent/core/tools/cloudwatch.py | 122 +
src/sre_agent/core/tools/github.py | 29 +
src/sre_agent/core/tools/slack.py | 30 +
src/sre_agent/run.py | 83 +
typos.toml | 22 +
uv.lock | 3298 ++++++++++-------
261 files changed, 10274 insertions(+), 1948 deletions(-)
delete mode 100644 .typos.toml
create mode 100644 AGENTS.md
create mode 100644 Dockerfile
create mode 100644 bandit.yaml
create mode 100644 docker-compose.yaml
rename .dockerignore => legacy/.dockerignore (100%)
create mode 100644 legacy/.gitignore
rename Makefile => legacy/Makefile (100%)
create mode 100644 legacy/README.md
rename compose.agent.yaml => legacy/compose.agent.yaml (100%)
rename compose.dev.yaml => legacy/compose.dev.yaml (100%)
rename {docs => legacy/docs}/agent-architecture.md (100%)
rename {docs => legacy/docs}/creating-an-iam-role.md (100%)
rename {docs => legacy/docs}/ecr-setup.md (100%)
rename {docs => legacy/docs}/gar-setup.md (100%)
rename {docs => legacy/docs}/imgs/architecture/agent-architecture.png (100%)
rename {docs => legacy/docs}/imgs/architecture/github-mcp-server-client-architecture.png (100%)
rename {docs => legacy/docs}/imgs/architecture/k8s-server-client-architecture.png (100%)
rename {docs => legacy/docs}/imgs/architecture/slack-server-client-architecture.png (100%)
rename {docs => legacy/docs}/imgs/iam/add-access-policy.png (100%)
rename {docs => legacy/docs}/imgs/iam/create-user.png (100%)
rename {docs => legacy/docs}/imgs/iam/iam-set-permissions.png (100%)
rename {docs => legacy/docs}/imgs/iam/iam-user-details.png (100%)
rename {docs => legacy/docs}/imgs/iam/iam-users-dashboard.png (100%)
rename {docs => legacy/docs}/imgs/running_locally/access_key.png (100%)
rename {docs => legacy/docs}/imgs/running_locally/api.png (100%)
rename {docs => legacy/docs}/imgs/running_locally/config.png (100%)
rename {docs => legacy/docs}/imgs/running_locally/currency_svc.png (100%)
rename {docs => legacy/docs}/imgs/running_locally/first_step.png (100%)
rename {docs => legacy/docs}/imgs/running_locally/github.png (100%)
rename {docs => legacy/docs}/imgs/running_locally/github_setup.png (100%)
rename {docs => legacy/docs}/imgs/running_locally/home.png (100%)
rename {docs => legacy/docs}/imgs/running_locally/option_2.png (100%)
rename {docs => legacy/docs}/imgs/running_locally/services_selection.png (100%)
rename {docs => legacy/docs}/imgs/running_locally/sre-agent.png (100%)
rename {docs => legacy/docs}/production-journey.md (100%)
create mode 100644 legacy/pyproject.toml
rename {sre_agent => legacy/sre_agent}/__init__.py (100%)
rename {sre_agent => legacy/sre_agent}/cli/__init__.py (100%)
rename {sre_agent => legacy/sre_agent}/cli/commands/__init__.py (100%)
rename {sre_agent => legacy/sre_agent}/cli/commands/config.py (100%)
rename {sre_agent => legacy/sre_agent}/cli/commands/diagnose.py (100%)
rename {sre_agent => legacy/sre_agent}/cli/commands/help.py (100%)
rename {sre_agent => legacy/sre_agent}/cli/interactive_shell.py (100%)
rename {sre_agent => legacy/sre_agent}/cli/main.py (100%)
rename {sre_agent => legacy/sre_agent}/cli/utils/__init__.py (100%)
rename {sre_agent => legacy/sre_agent}/cli/utils/ascii_art.py (100%)
rename {sre_agent => legacy/sre_agent}/cli/utils/config.py (100%)
rename {sre_agent => legacy/sre_agent}/cli/utils/env_setup.py (100%)
rename {sre_agent => legacy/sre_agent}/cli/utils/paths.py (100%)
rename {sre_agent => legacy/sre_agent}/cli/utils/service_manager.py (97%)
rename {sre_agent => legacy/sre_agent}/client/.python-version (100%)
rename {sre_agent => legacy/sre_agent}/client/Dockerfile (100%)
rename {sre_agent => legacy/sre_agent}/client/__init__.py (100%)
rename {sre_agent => legacy/sre_agent}/client/client.py (99%)
rename {sre_agent => legacy/sre_agent}/client/pyproject.toml (100%)
rename {sre_agent => legacy/sre_agent}/client/utils/auth.py (100%)
rename {sre_agent => legacy/sre_agent}/client/utils/schemas.py (99%)
rename {sre_agent => legacy/sre_agent}/compose.agent.yaml (100%)
rename {sre_agent => legacy/sre_agent}/compose.dev.yaml (100%)
rename {sre_agent => legacy/sre_agent}/firewall/.python-version (100%)
rename {sre_agent => legacy/sre_agent}/firewall/Dockerfile (100%)
rename {sre_agent => legacy/sre_agent}/firewall/__init__.py (100%)
rename {sre_agent => legacy/sre_agent}/firewall/firewall.py (99%)
rename {sre_agent => legacy/sre_agent}/firewall/pyproject.toml (100%)
rename {sre_agent => legacy/sre_agent}/firewall/startup.sh (100%)
rename {sre_agent => legacy/sre_agent}/llm/.python-version (100%)
rename {sre_agent => legacy/sre_agent}/llm/Dockerfile (100%)
rename {sre_agent => legacy/sre_agent}/llm/main.py (98%)
rename {sre_agent => legacy/sre_agent}/llm/pyproject.toml (100%)
rename {sre_agent => legacy/sre_agent}/llm/utils/adapters.py (100%)
rename {sre_agent => legacy/sre_agent}/llm/utils/clients.py (100%)
rename {sre_agent => legacy/sre_agent}/llm/utils/schemas.py (100%)
rename {sre_agent => legacy/sre_agent}/servers/.gitignore (100%)
rename {sre_agent => legacy/sre_agent}/servers/README.md (100%)
rename {sre_agent => legacy/sre_agent}/servers/github/Dockerfile (100%)
rename {sre_agent => legacy/sre_agent}/servers/github/README.md (100%)
rename {sre_agent => legacy/sre_agent}/servers/github/common/errors.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/github/common/types.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/github/common/utils.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/github/common/version.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/github/index.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/github/operations/branches.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/github/operations/commits.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/github/operations/files.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/github/operations/issues.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/github/operations/pulls.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/github/operations/repository.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/github/operations/search.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/github/package.json (100%)
rename {sre_agent => legacy/sre_agent}/servers/github/tsconfig.json (100%)
rename {sre_agent => legacy/sre_agent}/servers/github/utils/logger.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/.github/workflows/cd.yml (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/.github/workflows/ci.yml (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/.gitignore (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/.vscode/extensions.json (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/.vscode/settings.json (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/ADVANCED_README.md (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/Dockerfile (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/LICENSE (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/README.md (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/bun.lockb (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/package.json (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/config/cleanup-config.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/config/container-templates.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/config/deployment-config.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/config/namespace-config.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/config/server-config.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/index.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/models/helm-models.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/models/kubectl-models.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/models/resource-models.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/models/response-schemas.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/models/tool-models.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/resources/handlers.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/create_configmap.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/create_cronjob.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/create_deployment.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/create_namespace.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/create_pod.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/create_service.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/delete_configmap.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/delete_cronjob.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/delete_deployment.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/delete_namespace.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/delete_pod.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/delete_service.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/describe_cronjob.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/describe_deployment.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/describe_node.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/describe_pod.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/describe_service.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/get_configmap.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/get_current_context.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/get_events.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/get_job_logs.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/get_logs.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/helm-operations.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/kubectl-operations.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/list_contexts.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/list_cronjobs.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/list_deployments.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/list_jobs.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/list_nodes.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/list_pods.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/list_services.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/port_forward.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/scale_deployment.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/set_current_context.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/update_configmap.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/update_deployment.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/tools/update_service.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/types.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/utils/kubernetes-manager.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/utils/logger.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/src/utils/sse.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/startup.sh (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/tests/configmap.test.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/tests/contexts.test.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/tests/cronjob.test.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/tests/current_context.test.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/tests/helm.test.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/tests/kubectl.test.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/tests/namespace.test.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/tests/non_destructive_tools.test.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/tests/port_forward.test.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/tests/service.test.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/tests/set_current_context.test.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/tests/sse.test.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/tests/unit.test.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/tsconfig.json (100%)
rename {sre_agent => legacy/sre_agent}/servers/mcp-server-kubernetes/vitest.config.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/prompt_server/.python-version (100%)
rename {sre_agent => legacy/sre_agent}/servers/prompt_server/Dockerfile (100%)
rename {sre_agent => legacy/sre_agent}/servers/prompt_server/pyproject.toml (100%)
rename {sre_agent => legacy/sre_agent}/servers/prompt_server/server.py (100%)
rename {sre_agent => legacy/sre_agent}/servers/prompt_server/utils/schemas.py (100%)
rename {sre_agent => legacy/sre_agent}/servers/slack/Dockerfile (100%)
rename {sre_agent => legacy/sre_agent}/servers/slack/README.md (100%)
rename {sre_agent => legacy/sre_agent}/servers/slack/index.ts (100%)
rename {sre_agent => legacy/sre_agent}/servers/slack/package-lock.json (100%)
rename {sre_agent => legacy/sre_agent}/servers/slack/package.json (100%)
rename {sre_agent => legacy/sre_agent}/servers/slack/tsconfig.json (100%)
rename {sre_agent => legacy/sre_agent}/servers/slack/utils/logger.ts (100%)
rename {sre_agent => legacy/sre_agent}/shared/__init__.py (100%)
rename {sre_agent => legacy/sre_agent}/shared/logger.py (93%)
rename {sre_agent => legacy/sre_agent}/shared/py.typed (100%)
rename {sre_agent => legacy/sre_agent}/shared/pyproject.toml (100%)
rename {sre_agent => legacy/sre_agent}/shared/schemas.py (100%)
rename {sre_agent => legacy/sre_agent}/tsconfig.json (100%)
rename {tests => legacy/tests}/__init__.py (100%)
rename {tests => legacy/tests}/security_tests/test_guardrails.py (99%)
rename {tests => legacy/tests}/security_tests/test_input_validation.py (99%)
rename {tests => legacy/tests}/unit_tests/test_adapters.py (100%)
create mode 100644 legacy/uv.lock
create mode 100644 mypy.ini
create mode 100644 ruff.toml
create mode 100644 src/sre_agent/__init__.py
create mode 100644 src/sre_agent/cli/__init__.py
create mode 100644 src/sre_agent/cli/configuration/__init__.py
create mode 100644 src/sre_agent/cli/configuration/models.py
create mode 100644 src/sre_agent/cli/configuration/options.py
create mode 100644 src/sre_agent/cli/configuration/providers/__init__.py
create mode 100644 src/sre_agent/cli/configuration/providers/aws.py
create mode 100644 src/sre_agent/cli/configuration/store.py
create mode 100644 src/sre_agent/cli/configuration/wizard.py
create mode 100644 src/sre_agent/cli/env.py
create mode 100644 src/sre_agent/cli/interactive_shell.py
create mode 100644 src/sre_agent/cli/main.py
create mode 100644 src/sre_agent/cli/mode/__init__.py
create mode 100644 src/sre_agent/cli/mode/local.py
create mode 100644 src/sre_agent/cli/mode/paths.py
create mode 100644 src/sre_agent/cli/mode/remote/__init__.py
create mode 100644 src/sre_agent/cli/mode/remote/aws/__init__.py
create mode 100644 src/sre_agent/cli/mode/remote/aws/ecs/__init__.py
create mode 100644 src/sre_agent/cli/mode/remote/aws/ecs/errors.py
create mode 100644 src/sre_agent/cli/mode/remote/aws/ecs/menu.py
create mode 100644 src/sre_agent/cli/mode/remote/aws/ecs/metadata.py
create mode 100644 src/sre_agent/cli/mode/remote/aws/ecs/status.py
create mode 100644 src/sre_agent/cli/mode/remote/aws/ecs/steps.py
create mode 100644 src/sre_agent/cli/mode/remote/menu.py
create mode 100644 src/sre_agent/cli/presentation/__init__.py
create mode 100644 src/sre_agent/cli/presentation/ascii_art.py
create mode 100644 src/sre_agent/cli/presentation/banner.py
create mode 100644 src/sre_agent/cli/presentation/console.py
create mode 100644 src/sre_agent/cli/presentation/styles.py
create mode 100644 src/sre_agent/config/__init__.py
create mode 100644 src/sre_agent/config/paths.py
create mode 100644 src/sre_agent/core/__init__.py
create mode 100644 src/sre_agent/core/agent.py
create mode 100644 src/sre_agent/core/deployments/__init__.py
create mode 100644 src/sre_agent/core/deployments/aws_ecs/__init__.py
create mode 100644 src/sre_agent/core/deployments/aws_ecs/cleanup.py
create mode 100644 src/sre_agent/core/deployments/aws_ecs/ecr.py
create mode 100644 src/sre_agent/core/deployments/aws_ecs/ecs_tasks.py
create mode 100644 src/sre_agent/core/deployments/aws_ecs/iam.py
create mode 100644 src/sre_agent/core/deployments/aws_ecs/images.py
create mode 100644 src/sre_agent/core/deployments/aws_ecs/models.py
create mode 100644 src/sre_agent/core/deployments/aws_ecs/network.py
create mode 100644 src/sre_agent/core/deployments/aws_ecs/secrets.py
create mode 100644 src/sre_agent/core/deployments/aws_ecs/security_groups.py
create mode 100644 src/sre_agent/core/deployments/aws_ecs/session.py
create mode 100644 src/sre_agent/core/deployments/aws_ecs/status.py
create mode 100644 src/sre_agent/core/interfaces.py
create mode 100644 src/sre_agent/core/models.py
create mode 100644 src/sre_agent/core/prompts.py
create mode 100644 src/sre_agent/core/prompts/diagnosis_prompt.txt
create mode 100644 src/sre_agent/core/prompts/system_prompt.txt
create mode 100644 src/sre_agent/core/settings.py
create mode 100644 src/sre_agent/core/tools/__init__.py
create mode 100644 src/sre_agent/core/tools/cloudwatch.py
create mode 100644 src/sre_agent/core/tools/github.py
create mode 100644 src/sre_agent/core/tools/slack.py
create mode 100644 src/sre_agent/run.py
create mode 100644 typos.toml
diff --git a/.gitignore b/.gitignore
index 45a11fa2..15d6abce 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,6 +1,6 @@
# Byte-compiled / optimized / DLL files
__pycache__/
-*.py[cod]
+*.py[codz]
*$py.class
# C extensions
@@ -27,8 +27,8 @@ share/python-wheels/
MANIFEST
# PyInstaller
-# Usually these files are written by a python script from a template
-# before PyInstaller builds the exe, so as to inject date/other infos into it.
+# Usually these files are written by a python script from a template
+# before PyInstaller builds the exe, so as to inject date/other infos into it.
*.manifest
*.spec
@@ -46,7 +46,7 @@ htmlcov/
nosetests.xml
coverage.xml
*.cover
-*.py,cover
+*.py.cover
.hypothesis/
.pytest_cache/
cover/
@@ -92,22 +92,37 @@ ipython_config.py
# However, in case of collaboration, if having platform-specific dependencies or dependencies
# having no cross-platform support, pipenv may install dependencies that don't work, or not
# install all needed dependencies.
-#Pipfile.lock
+# Pipfile.lock
+
+# UV
+# Similar to Pipfile.lock, it is generally recommended to include uv.lock in version control.
+# This is especially recommended for binary packages to ensure reproducibility, and is more
+# commonly ignored for libraries.
+# uv.lock
# poetry
# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
# This is especially recommended for binary packages to ensure reproducibility, and is more
# commonly ignored for libraries.
# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
-#poetry.lock
+# poetry.lock
+# poetry.toml
# pdm
# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
-#pdm.lock
-# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
-# in version control.
-# https://pdm.fming.dev/#use-with-ide
-.pdm.toml
+# pdm recommends including project-wide configuration in pdm.toml, but excluding .pdm-python.
+# https://pdm-project.org/en/latest/usage/project/#working-with-version-control
+# pdm.lock
+# pdm.toml
+.pdm-python
+.pdm-build/
+
+# pixi
+# Similar to Pipfile.lock, it is generally recommended to include pixi.lock in version control.
+# pixi.lock
+# Pixi creates a virtual environment in the .pixi directory, just like venv module creates one
+# in the .venv directory. It is recommended not to include this directory in version control.
+.pixi
# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
__pypackages__/
@@ -116,11 +131,25 @@ __pypackages__/
celerybeat-schedule
celerybeat.pid
+# Redis
+*.rdb
+*.aof
+*.pid
+
+# RabbitMQ
+mnesia/
+rabbitmq/
+rabbitmq-data/
+
+# ActiveMQ
+activemq-data/
+
# SageMath parsed files
*.sage.py
# Environments
.env
+.envrc
.venv
env/
venv/
@@ -153,103 +182,38 @@ dmypy.json
cython_debug/
# PyCharm
-# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
-# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
-# and can be added to the global gitignore or merged into this file. For a more nuclear
-# option (not recommended) you can uncomment the following to ignore the entire idea folder.
-.idea/
-
-### macOS ###
-# General
+# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+# and can be added to the global gitignore or merged into this file. For a more nuclear
+# option (not recommended) you can uncomment the following to ignore the entire idea folder.
+# .idea/
+
+# Abstra
+# Abstra is an AI-powered process automation framework.
+# Ignore directories containing user credentials, local state, and settings.
+# Learn more at https://abstra.io/docs
+.abstra/
+
+# Visual Studio Code
+# Visual Studio Code specific template is maintained in a separate VisualStudioCode.gitignore
+# that can be found at https://github.com/github/gitignore/blob/main/Global/VisualStudioCode.gitignore
+# and can be added to the global gitignore or merged into this file. However, if you prefer,
+# you could uncomment the following to ignore the entire vscode folder
+# .vscode/
+
+# Ruff stuff:
+.ruff_cache/
+
+# PyPI configuration file
+.pypirc
+
+# Marimo
+marimo/_static/
+marimo/_lsp/
+__marimo__/
+
+# Streamlit
+.streamlit/secrets.toml
+
+# .DS_Store
.DS_Store
-.AppleDouble
-.LSOverride
-
-# Icon must end with two \r
-Icon
-
-
-# Thumbnails
-._*
-
-# Files that might appear in the root of a volume
-.DocumentRevisions-V100
-.fseventsd
-.Spotlight-V100
-.TemporaryItems
-.Trashes
-.VolumeIcon.icns
-.com.apple.timemachine.donotpresent
-
-# Directories potentially created on remote AFP share
-.AppleDB
-.AppleDesktop
-Network Trash Folder
-Temporary Items
-.apdisk
-
-### macOS Patch ###
-# iCloud generated files
-*.icloud
-
-### Linux ###
-*~
-
-# temporary files which can be created if a process still has a handle open of a deleted file
-.fuse_hidden*
-
-# KDE directory preferences
-.directory
-
-# Linux trash folder which might appear on any partition or disk
-.Trash-*
-
-# .nfs files are created when an open file is removed but is still being accessed
-.nfs*
-
-### Windows ###
-# Windows thumbnail cache files
-Thumbs.db
-Thumbs.db:encryptable
-ehthumbs.db
-ehthumbs_vista.db
-
-# Dump file
-*.stackdump
-
-# Folder config file
-[Dd]esktop.ini
-
-# Recycle Bin used on file shares
-$RECYCLE.BIN/
-
-# Windows Installer files
-*.cab
-*.msi
-*.msix
-*.msm
-*.msp
-
-# Windows shortcuts
-*.lnk
-
-*node_modules
-
-# Terraform
-.terraform
-*.tfstate
-*.tfstate.*
-
-# Ignore Helm dependencies
-charts/*/Chart.lock
-charts/*/tmpcharts/
-
-# Helm-generated files
-*.tgz
-Chart.lock
-tmpcharts/
-
-# Ignore Helm release artifacts
-.release-name/
-
-*values-secrets.yaml
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 7ebe4edb..f8442b80 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -2,7 +2,7 @@ fail_fast: false
repos:
- repo: https://github.com/pre-commit/pre-commit-hooks
- rev: v4.5.0
+ rev: v6.0.0
hooks:
- id: check-toml
- id: check-yaml
@@ -18,18 +18,16 @@ repos:
- id: check-case-conflict
- id: requirements-txt-fixer
- - repo: https://github.com/psf/black
- rev: 23.10.1
- hooks:
- - id: black
- args: [--config=pyproject.toml]
-
- - repo: https://github.com/charliermarsh/ruff-pre-commit
+ - repo: https://github.com/astral-sh/ruff-pre-commit
# Ruff version.
- rev: "v0.1.2"
+ rev: v0.14.14
hooks:
- - id: ruff
- args: [--fix, --exit-non-zero-on-fix, "--config=pyproject.toml"] # enable autofix
+ # Run the linter.
+ - id: ruff-check
+ args: [--fix, --config=ruff.toml]
+ # Run the formatter.
+ - id: ruff-format
+ args: [--config=ruff.toml]
- repo: local
hooks:
@@ -38,22 +36,21 @@ repos:
entry: mypy
language: system
types: [python]
- args: ["--config-file=pyproject.toml", "--ignore-missing-imports"]
- exclude: '.*__init__\.py|tests'
+ args: ["--config-file=mypy.ini"]
+ exclude: ^legacy/
- repo: https://github.com/crate-ci/typos
- rev: v1.32.0
+ rev: v1.42.1
hooks:
- id: typos
- args: [--config=pyproject.toml]
+ args: [--config=typos.toml]
pass_filenames: false
- repo: https://github.com/PyCQA/bandit
- rev: 1.7.8
+ rev: 1.9.3
hooks:
- id: bandit
- args: ["--config=pyproject.toml"]
- additional_dependencies: ["bandit[toml]"]
+ args: ["-c", "bandit.yaml"]
- repo: local
hooks:
diff --git a/.typos.toml b/.typos.toml
deleted file mode 100644
index 00de7baf..00000000
--- a/.typos.toml
+++ /dev/null
@@ -1,16 +0,0 @@
-[default.extend-words]
-"sanitized" = "sanitized"
-"organization" = "organization"
-"Math" = "Math"
-"Initializes" = "Initializes"
-"utilize" = "utilize"
-"labeled" = "labeled"
-"Initialized" = "Initialized"
-"initialize" = "initialize"
-"authorize" = "authorize"
-"color" = "color"
-"colors" = "colors"
-"colorize" = "colorize"
-"Colored" = "Colored"
-"Authorization" = "Authorization"
-"Artifact" = "Artifact"
diff --git a/AGENTS.md b/AGENTS.md
new file mode 100644
index 00000000..9fe4e410
--- /dev/null
+++ b/AGENTS.md
@@ -0,0 +1,35 @@
+# AGENTS.md
+
+## Do
+- Always use Context7 MCP when I need library/API documentation, code generation, setup or configuration steps without me having to explicitly ask.
+- Keep code simple, with a strong focus on readability and maintainability.
+- Use UK English.
+- No em dashes in comments and documentations.
+
+## Functions
+- Keep each function concise, easy to read, and clearly named.
+- Avoid functions that handle multiple responsibilities. Break them into smaller units unless there is a sensible trade off.
+- Prioritise on readability, maintainability, reusability, and testability.
+
+## Docstrings
+- Keep module-level and script top-level docstrings to a single line.
+- Use Google-style docstrings.
+- Do not include types for arguments.
+- Keep docstrings concise and only include what is necessary to help readers understand the function or class.
+
+### Docstrings Example
+```
+def function_with_pep484_type_annotations(param1: int, param2: str) -> bool:
+ """Example function with PEP 484 type annotations.
+
+ Important note.
+
+ Args:
+ param1: The first parameter.
+ param2: The second parameter.
+
+ Returns:
+ The return value. True for success, False otherwise.
+
+ """
+```
diff --git a/DEVELOPMENT.md b/DEVELOPMENT.md
index 387e158a..bde05bbe 100644
--- a/DEVELOPMENT.md
+++ b/DEVELOPMENT.md
@@ -1,53 +1,79 @@
-# Developer Readme
+# DEVELOPER README
-This document contains documentation intended for developers of sre-agent.
+This document is for developers of sre-agent, specifically for v0.2.0.
-Pre-requisites:
+## To start the agent
-- [Docker](https://docs.docker.com/engine/install/)
+Run the CLI once and complete the configuration wizard to create the user `.env` file in the platform config directory.
-> Note: In order for the pre-commit hooks to function properly, your Docker daemon should be running during setup.
-
-## Developer environment setup
-
-To work on the sre-agent as a developer, you'll need to configure your local development environment. You can do this by simply running:
+Start the agent server and the Slack MCP server:
```bash
-make project-setup
+docker compose up -d
```
-This will install Python `3.12` using PyEnv, create a virtual environment using uv, and install the pre-commit hooks.
-> Note: The `project-setup` process will check whether `pre-commits`, and `uv` are installed. If not, it will ask to install them on your behalf as they're required to use this template.
+Trigger an error on the [store](http://aea33d77009704f67b39fe82a5c41aab-398063840.eu-west-2.elb.amazonaws.com/) by adding loaf to the cart, or change the currency from EUR to GBP. (Note, there is an bug that errors might take some time to be indexed so if you trigger the agent immediately after you cause an error it might not be able to find the log.)
+Trigger the locally running agent:
+```bash
+uv run python run.py /aws/containerinsights/no-loafers-for-you/application cartservice
+```
-A Makefile is just a usual text file to define a set of rules or instructions to run which can be run using the `make` command. To see the available make commands:
+Or:
```bash
-make help
+uv run python run.py /aws/containerinsights/no-loafers-for-you/application currencyservice
```
-## Changes to the cli
+## Adding a New Tool
-If you’ve made updates to the CLI code, you can install it locally by running:
+When adding a new tool/integration, follow one of these patterns:
-```bash
-source .venv/bin/activate && pip install -e .
-```
+### Option 1: MCP Server
-Then test your changes by starting the CLI with:
+If an MCP server exists for the service, you can use that. No interface implementation is needed.
-```bash
-sre-agent
+```python
+# tools/example.py
+from pydantic_ai.mcp import MCPServerStdio
+from sre_agent.core.settings import AgentSettings
+
+def create_example_mcp_toolset(config: AgentSettings) -> MCPServerStdio:
+ return MCPServerStdio(
+ "docker",
+ args=["run", "-i", "--rm", "-e", f"TOKEN={config.example.token}", "mcp/example"],
+ timeout=30,
+ )
```
-## Testing
+**Examples:** `github.py`, `slack.py`
-With the uv shell active (see above), you can run all the tests using:
+### Option 2: Direct API
-```bash
-make tests
-```
+Use this when no MCP server is available. You must implement the relevant interface.
-Or specific tests:
+```python
+# tools/example.py
+from sre_agent.interfaces import LoggingInterface
+from sre_agent.models import LogQueryResult
-```bash
-python -m pytest tests/test_dummy.py
+class ExampleLogging(LoggingInterface):
+ async def query_errors(
+ self,
+ source: str,
+ service_name: str,
+ time_range_minutes: int = 10,
+ ) -> LogQueryResult:
+ # Implementation using direct API calls
+ ...
+
+def create_example_toolset(config: AgentSettings) -> FunctionToolset:
+ toolset = FunctionToolset()
+ impl = ExampleLogging(config.example.api_key)
+
+ @toolset.tool
+ async def search_logs(...) -> LogQueryResult:
+ return await impl.query_errors(...)
+
+ return toolset
```
+
+**Examples:** `cloudwatch.py`
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 00000000..1b7f1567
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,37 @@
+# SRE Agent Container
+# Multi-stage build for smaller image size
+
+FROM ghcr.io/astral-sh/uv:python3.13-bookworm-slim AS builder
+
+WORKDIR /app
+
+# Copy dependency files
+COPY pyproject.toml uv.lock README.md ./
+
+# Install dependencies (without the project itself)
+RUN uv sync --frozen --no-install-project
+
+# Copy source code
+COPY src/ src/
+
+# Install the project
+RUN uv sync --frozen
+
+
+FROM python:3.13-slim-bookworm AS runtime
+
+WORKDIR /app
+
+# Copy the virtual environment from builder
+COPY --from=builder /app/.venv /app/.venv
+
+# Copy source code (needed for prompt files)
+COPY --from=builder /app/src /app/src
+
+# Set environment variables
+ENV PATH="/app/.venv/bin:$PATH"
+ENV PYTHONUNBUFFERED=1
+ENV PYTHONDONTWRITEBYTECODE=1
+
+# Run one diagnosis job and then exit
+CMD ["python", "-m", "sre_agent.run"]
diff --git a/README.md b/README.md
index a726e458..c309b133 100644
--- a/README.md
+++ b/README.md
@@ -1,251 +1,9 @@
-
+
🚀 Site Reliability Engineer (SRE) Agent :detective:
-Welcome to the **SRE Agent** project! This open-source AI agent helps you debug, keep your systems on Kubernetes healthy, and make your DevOps life easier.
+WIP.
-Now powered by a **command-line interface (CLI)**, you can interact directly with the agent from your terminal. Plug in your Kubernetes cluster, GitHub repo, and let the agent handle the heavy lifting, diagnosing, reporting, and keeping your team in the loop.
+To run the agent locally, use the CLI and follow the prompts: `uv run sre-agent`.
-## 🌟 What is SRE Agent?
-
-SRE Agent is your AI-powered teammate for monitoring application and infrastructure logs, diagnosing issues, and reporting diagnostics after errors. With the new CLI, it’s easier than ever to connect the agent into your stack and start focusing on building instead of firefighting.
-
-
-
-## 🤔 Why Did We Build This?
-
-We wanted to learn best practices, costs, security, and performance tips for AI agents in production. Our journey is open-source, check out our [Production Journey Page](/docs/production-journey.md) and [Agent Architecture Page](/docs/agent-architecture.md) for the full story.
-
-We've been writing blogs and sharing our learnings along the way. Check out our [blog](https://www.fuzzylabs.ai/blog) for insights and updates.
-
-> **Contributions welcome!** [Join us](CONTRIBUTING.md) and help shape the future of AI-powered SRE.
-
-## ✨ Features
-
-- 🕵️♂️ **Root Cause Debugging** – Finds the real reason behind app and system errors
-- 📜 **Kubernetes Logs** – Queries your cluster for logs and info
-- 🔍 **GitHub Search** – Digs through your codebase for bugs
-- 🚦 **CLI Powered** – Interact with the agent directly from your terminal, with guided setup and zero manual image building required. Run diagnostics, manage integrations, and get insights without leaving the CLI.
-
-> Powered by the [Model Context Protocol (MCP)](https://github.com/modelcontextprotocol) for seamless LLM-to-tool connectivity.
-
-## 🤖 Supported LLM Providers
-
-The SRE Agent currently supports:
-
-### Anthropic
-- **Models**: e.g. "claude-4-0-sonnet-latest"
-- **Setup**: Requires `ANTHROPIC_API_KEY`
-
-
-## 🛠️ Prerequisites
-
-- Python 3.12 or higher
-- An app deployed on AWS EKS (Elastic Kubernetes Service)
-- Anthropic API key
-
-## ⚡ Quick Start (5 minutes)
-
-### 1️⃣ Install the SRE Agent CLI
-```bash
-pip install sre-agent
-```
-
-### 2️⃣ Start the agent
-```bash
-sre-agent
-```
-
-This is what you’ll see when the agent starts up for the first time.
-
-
-
-### 3️⃣ Follow the guided setup to finish configuring the agent
-
-#### Step 1️⃣: AWS
-
-The first step is setting up your AWS credentials so the agent can access the cluster where your app is deployed.
-
-
-
-From your AWS portal, click **Access keys**:
-
-
-
-Copy the credentials shown under **Option 2** and paste them into the CLI.
-
-⚠️ Note: After pasting your credentials, you’ll need to press **Enter twice** to confirm.
-
-
-
-Next, provide your **cluster name**. This should be the cluster where your app is deployed and where you want to monitor your deployments.
-
-Once entered, the agent will automatically test the connection to the cluster using the credentials you provided.
-
-Select the specific services you want to monitor by using a list such as [2,6,7] or all of them if you would like,
-
-
-
-#### Step 2️⃣: GitHub Integration
-
-We will need to configure github access with a pat token so that the agent can read your repository and look at the code to find out what's causing the error.
-
-Follow the guided step, this should be straight forward:
-
-
-
-### 3️⃣ Follow the guided setup to finish configuring the agent
-
-#### Step 1️⃣: AWS Setup
-
-Start by configuring your AWS credentials so the agent can access the cluster where your app is deployed.
-
-
-
-From your AWS portal, click **Access keys**:
-
-
-
-Copy the credentials shown under **Option 2** and paste them into the CLI.
-
-⚠️ Note: After pasting your credentials, press **Enter twice** to confirm.
-
-
-
-Next, enter your **cluster name**. This should be the cluster where your app is deployed and where you want to monitor your deployments.
-
-The agent will then test the connection to the cluster using the credentials you provided.
-
-After that, select the specific services you want to monitor. You can choose by index (for example, `[2,6,7]`) or select all of them.
-
-
-
----
-
-#### Step 2️⃣: GitHub Integration
-
-Next, configure GitHub access using a Personal Access Token (PAT). This allows the agent to read your repository and inspect the code when diagnosing issues.
-
-Follow the guided step in the CLI—it’s straightforward:
-
-
-
----
-
-#### Step 3️⃣: Anthropic API Key
-
-Finally, provide your **Anthropic API key**, which will be used as the model provider powering the agent.
-
-
-
-### 4️⃣ Start diagnosing issues
-
-You’re now inside the `sre-agent` CLI and ready to run diagnostics.
-
-For example, if your cluster has a service named `currencyservice`, you can run:
-
-```bash
-diagnose currencyservice
-```
-
-
-
-When the diagnosing is completed, you should see the result inside the cli.
-
-To exit the agent, just run the `exit` command.
-
-## ⚙️ Configuration & Add-Ons
-
-You can use the `config` command to set up options such as the cluster name, GitHub settings, and model providers. It also lets you enable additional add-ons, like sending diagnostic results to Slack or activating the Llama Firewall.
-
-
-
-## 🔧 For Developers
-
-
-📦 Development Workflow
-
-### Project Structure
-This is a uv workspace with multiple Python services and TypeScript MCP servers:
-- `sre_agent/client/`: FastAPI orchestrator (Python)
-- `sre_agent/llm/`: LLM service with multi-provider support (Python)
-- `sre_agent/firewall/`: Llama Prompt Guard security layer (Python)
-- `sre_agent/servers/mcp-server-kubernetes/`: Kubernetes operations (TypeScript)
-- `sre_agent/servers/github/`: GitHub API integration (TypeScript)
-- `sre_agent/servers/slack/`: Slack notifications (TypeScript)
-- `sre_agent/servers/prompt_server/`: Structured prompts (Python)
-- `sre_agent/cli/`: The Python CLI that powers the agent (Python)
-
-### Development Commands
-```bash
-make project-setup # Install uv, create venv, install pre-commit hooks
-make check # Run linting, pre-commit hooks, and lock file check
-make tests # Run pytest with coverage
-make license-check # Verify dependency licenses
-```
-
-### TypeScript MCP Servers
-```bash
-# Kubernetes MCP server
-cd sre_agent/servers/mcp-server-kubernetes
-npm run build && npm run test
-
-# GitHub/Slack MCP servers
-cd sre_agent/servers/github # or /slack
-npm run build && npm run watch
-```
-
-### The CLI
-
-At a high level, there are two main parts you can work on:
-- The **CLI**, which you can think of as the “front end.”
-- The **agents/MCP servers**, which run in the background.
-
-If you want to work on the CLI, you can install and run it locally with:
-
-```bash
-source .venv/bin/activate && pip install -e .
-```
-
-### Agents/MCP Servers
-
-If you’re working on the MCP servers, you’ll need to rebuild the Docker images for any server you modify.
-
-We provide two Compose files:
-
-- [compose.agent.yaml](compose.agent.yaml): uses images hosted on GHCR
-
-- [compose.dev.yaml](compose.dev.yaml): uses images built locally on your machine
-
-To test local changes, start the sre-agent with the --dev flag:
-
-```bash
-sre-agent --dev
-```
-
-This will start the agent using the [compose.dev.yaml](compose.dev.yaml) file.
-
-
-
-## 📚 Documentation
-
-Find all the docs you need in the [docs](docs) folder:
-
-- [Creating an IAM Role](docs/creating-an-iam-role.md)
-- [ECR Setup Steps](docs/ecr-setup.md)
-- [Agent Architecture](docs/agent-architecture.md)
-- [Production Journey](docs/production-journey.md)
-
-## 🙏 Acknowledgements & Attribution
-
-Big thanks to:
-
-- [Suyog Sonwalkar](https://github.com/Flux159) for the [Kubernetes MCP server](/sre_agent/servers/mcp-server-kubernetes/)
-- [Anthropic's Model Context Protocol team](https://github.com/modelcontextprotocol) for the [Slack](/sre_agent/servers/slack/) and [GitHub](/sre_agent/servers/github/) MCP servers
-
-## :book: Blogs
-
-Check out our blog posts for insights and updates:
-
-- [Bringing Agentic AI into the Real World](https://www.fuzzylabs.ai/blog-post/bringing-agentic-ai-into-the-real-world)
-- [How We're Building an Autonomous SRE with FastMCP](https://www.fuzzylabs.ai/blog-post/how-were-building-an-autonomous-sre-with-fastmcp)
+For direct local diagnostics without the CLI, start the Slack MCP container with `docker compose up -d slack`, then run the module with a log group, service name, and time window in minutes, for example: `uv run python -m sre_agent.run /aws/containerinsights/no-loafers-for-you/application currencyservice 10`.
diff --git a/bandit.yaml b/bandit.yaml
new file mode 100644
index 00000000..b6180fd4
--- /dev/null
+++ b/bandit.yaml
@@ -0,0 +1 @@
+exclude_dirs: ['legacy']
diff --git a/docker-compose.yaml b/docker-compose.yaml
new file mode 100644
index 00000000..9839e64f
--- /dev/null
+++ b/docker-compose.yaml
@@ -0,0 +1,46 @@
+# Docker Compose for SRE Agent and MCP server sidecars.
+#
+# Start with: docker compose up -d
+# Logs: docker compose logs -f sre-agent
+
+name: sre-agent
+
+services:
+ # SRE Agent (FastAPI)
+ sre-agent:
+ build:
+ context: .
+ dockerfile: Dockerfile
+ ports:
+ - "8000:8000"
+ environment:
+ # LLM Provider
+ - ANTHROPIC_API_KEY=${ANTHROPIC_API_KEY}
+ - MODEL=${MODEL:-claude-sonnet-4-5-20250929}
+ # AWS
+ - AWS_REGION=${AWS_REGION}
+ - AWS_ACCESS_KEY_ID=${AWS_ACCESS_KEY_ID}
+ - AWS_SECRET_ACCESS_KEY=${AWS_SECRET_ACCESS_KEY}
+ - AWS_SESSION_TOKEN=${AWS_SESSION_TOKEN}
+ # Slack MCP (SSE sidecar)
+ - SLACK_CHANNEL_ID=${SLACK_CHANNEL_ID}
+ - SLACK_MCP_URL=http://slack:13080/sse
+ # GitHub MCP (Remote)
+ - GITHUB_PERSONAL_ACCESS_TOKEN=${GITHUB_PERSONAL_ACCESS_TOKEN}
+ - GITHUB_MCP_URL=https://api.githubcopilot.com/mcp/
+ depends_on:
+ slack:
+ condition: service_started
+ restart: unless-stopped
+
+ # Slack MCP Server (korotovsky/slack-mcp-server)
+ slack:
+ image: ghcr.io/korotovsky/slack-mcp-server:latest
+ environment:
+ - SLACK_MCP_XOXB_TOKEN=${SLACK_BOT_TOKEN}
+ - SLACK_MCP_ADD_MESSAGE_TOOL=${SLACK_CHANNEL_ID}
+ - SLACK_MCP_HOST=0.0.0.0
+ - SLACK_MCP_PORT=13080
+ restart: unless-stopped
+ ports:
+ - "13080:13080"
diff --git a/.dockerignore b/legacy/.dockerignore
similarity index 100%
rename from .dockerignore
rename to legacy/.dockerignore
diff --git a/legacy/.gitignore b/legacy/.gitignore
new file mode 100644
index 00000000..45a11fa2
--- /dev/null
+++ b/legacy/.gitignore
@@ -0,0 +1,255 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+# Usually these files are written by a python script from a template
+# before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+# For a library or package, you might want to ignore these files since the code is
+# intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+# However, in case of collaboration, if having platform-specific dependencies or dependencies
+# having no cross-platform support, pipenv may install dependencies that don't work, or not
+# install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+# This is especially recommended for binary packages to ensure reproducibility, and is more
+# commonly ignored for libraries.
+# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+# in version control.
+# https://pdm.fming.dev/#use-with-ide
+.pdm.toml
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+# and can be added to the global gitignore or merged into this file. For a more nuclear
+# option (not recommended) you can uncomment the following to ignore the entire idea folder.
+.idea/
+
+### macOS ###
+# General
+.DS_Store
+.AppleDouble
+.LSOverride
+
+# Icon must end with two \r
+Icon
+
+
+# Thumbnails
+._*
+
+# Files that might appear in the root of a volume
+.DocumentRevisions-V100
+.fseventsd
+.Spotlight-V100
+.TemporaryItems
+.Trashes
+.VolumeIcon.icns
+.com.apple.timemachine.donotpresent
+
+# Directories potentially created on remote AFP share
+.AppleDB
+.AppleDesktop
+Network Trash Folder
+Temporary Items
+.apdisk
+
+### macOS Patch ###
+# iCloud generated files
+*.icloud
+
+### Linux ###
+*~
+
+# temporary files which can be created if a process still has a handle open of a deleted file
+.fuse_hidden*
+
+# KDE directory preferences
+.directory
+
+# Linux trash folder which might appear on any partition or disk
+.Trash-*
+
+# .nfs files are created when an open file is removed but is still being accessed
+.nfs*
+
+### Windows ###
+# Windows thumbnail cache files
+Thumbs.db
+Thumbs.db:encryptable
+ehthumbs.db
+ehthumbs_vista.db
+
+# Dump file
+*.stackdump
+
+# Folder config file
+[Dd]esktop.ini
+
+# Recycle Bin used on file shares
+$RECYCLE.BIN/
+
+# Windows Installer files
+*.cab
+*.msi
+*.msix
+*.msm
+*.msp
+
+# Windows shortcuts
+*.lnk
+
+*node_modules
+
+# Terraform
+.terraform
+*.tfstate
+*.tfstate.*
+
+# Ignore Helm dependencies
+charts/*/Chart.lock
+charts/*/tmpcharts/
+
+# Helm-generated files
+*.tgz
+Chart.lock
+tmpcharts/
+
+# Ignore Helm release artifacts
+.release-name/
+
+*values-secrets.yaml
diff --git a/Makefile b/legacy/Makefile
similarity index 100%
rename from Makefile
rename to legacy/Makefile
diff --git a/legacy/README.md b/legacy/README.md
new file mode 100644
index 00000000..1ecd466d
--- /dev/null
+++ b/legacy/README.md
@@ -0,0 +1,251 @@
+
+ 🚀 Site Reliability Engineer (SRE) Agent :detective:
+
+
+Welcome to the **SRE Agent** project! This open-source AI agent helps you debug, keep your systems on Kubernetes healthy, and make your DevOps life easier.
+
+Now powered by a **command-line interface (CLI)**, you can interact directly with the agent from your terminal. Plug in your Kubernetes cluster, GitHub repo, and let the agent handle the heavy lifting, diagnosing, reporting, and keeping your team in the loop.
+
+## 🌟 What is SRE Agent?
+
+SRE Agent is your AI-powered teammate for monitoring application and infrastructure logs, diagnosing issues, and reporting diagnostics after errors. With the new CLI, it’s easier than ever to connect the agent into your stack and start focusing on building instead of firefighting.
+
+
+
+## 🤔 Why Did We Build This?
+
+We wanted to learn best practices, costs, security, and performance tips for AI agents in production. Our journey is open-source, check out our [Production Journey Page](/docs/production-journey.md) and [Agent Architecture Page](/docs/agent-architecture.md) for the full story.
+
+We've been writing blogs and sharing our learnings along the way. Check out our [blog](https://www.fuzzylabs.ai/blog) for insights and updates.
+
+> **Contributions welcome!** [Join us](CONTRIBUTING.md) and help shape the future of AI-powered SRE.
+
+## ✨ Features
+
+- 🕵️♂️ **Root Cause Debugging** – Finds the real reason behind app and system errors
+- 📜 **Kubernetes Logs** – Queries your cluster for logs and info
+- 🔍 **GitHub Search** – Digs through your codebase for bugs
+- 🚦 **CLI Powered** – Interact with the agent directly from your terminal, with guided setup and zero manual image building required. Run diagnostics, manage integrations, and get insights without leaving the CLI.
+
+> Powered by the [Model Context Protocol (MCP)](https://github.com/modelcontextprotocol) for seamless LLM-to-tool connectivity.
+
+## 🤖 Supported LLM Providers
+
+The SRE Agent currently supports:
+
+### Anthropic
+- **Models**: e.g. "claude-4-0-sonnet-latest"
+- **Setup**: Requires `ANTHROPIC_API_KEY`
+
+
+## 🛠️ Prerequisites
+
+- Python 3.12 or higher
+- An app deployed on AWS EKS (Elastic Kubernetes Service)
+- Anthropic API key
+
+## ⚡ Quick Start (5 minutes)
+
+### 1️⃣ Install the SRE Agent CLI
+```bash
+pip install sre-agent
+```
+
+### 2️⃣ Start the agent
+```bash
+sre-agent
+```
+
+This is what you’ll see when the agent starts up for the first time.
+
+
+
+### 3️⃣ Follow the guided setup to finish configuring the agent
+
+#### Step 1️⃣: AWS
+
+The first step is setting up your AWS credentials so the agent can access the cluster where your app is deployed.
+
+
+
+From your AWS portal, click **Access keys**:
+
+
+
+Copy the credentials shown under **Option 2** and paste them into the CLI.
+
+⚠️ Note: After pasting your credentials, you’ll need to press **Enter twice** to confirm.
+
+
+
+Next, provide your **cluster name**. This should be the cluster where your app is deployed and where you want to monitor your deployments.
+
+Once entered, the agent will automatically test the connection to the cluster using the credentials you provided.
+
+Select the specific services you want to monitor by using a list such as [2,6,7] or all of them if you would like,
+
+
+
+#### Step 2️⃣: GitHub Integration
+
+We will need to configure github access with a pat token so that the agent can read your repository and look at the code to find out what's causing the error.
+
+Follow the guided step, this should be straight forward:
+
+
+
+### 3️⃣ Follow the guided setup to finish configuring the agent
+
+#### Step 1️⃣: AWS Setup
+
+Start by configuring your AWS credentials so the agent can access the cluster where your app is deployed.
+
+
+
+From your AWS portal, click **Access keys**:
+
+
+
+Copy the credentials shown under **Option 2** and paste them into the CLI.
+
+⚠️ Note: After pasting your credentials, press **Enter twice** to confirm.
+
+
+
+Next, enter your **cluster name**. This should be the cluster where your app is deployed and where you want to monitor your deployments.
+
+The agent will then test the connection to the cluster using the credentials you provided.
+
+After that, select the specific services you want to monitor. You can choose by index (for example, `[2,6,7]`) or select all of them.
+
+
+
+---
+
+#### Step 2️⃣: GitHub Integration
+
+Next, configure GitHub access using a Personal Access Token (PAT). This allows the agent to read your repository and inspect the code when diagnosing issues.
+
+Follow the guided step in the CLI—it’s straightforward:
+
+
+
+---
+
+#### Step 3️⃣: Anthropic API Key
+
+Finally, provide your **Anthropic API key**, which will be used as the model provider powering the agent.
+
+
+
+### 4️⃣ Start diagnosing issues
+
+You’re now inside the `sre-agent` CLI and ready to run diagnostics.
+
+For example, if your cluster has a service named `currencyservice`, you can run:
+
+```bash
+diagnose currencyservice
+```
+
+
+
+When the diagnosing is completed, you should see the result inside the cli.
+
+To exit the agent, just run the `exit` command.
+
+## ⚙️ Configuration & Add-Ons
+
+You can use the `config` command to set up options such as the cluster name, GitHub settings, and model providers. It also lets you enable additional add-ons, like sending diagnostic results to Slack or activating the Llama Firewall.
+
+
+
+## 🔧 For Developers
+
+
+📦 Development Workflow
+
+### Project Structure
+This is a uv workspace with multiple Python services and TypeScript MCP servers:
+- `sre_agent/client/`: FastAPI orchestrator (Python)
+- `sre_agent/llm/`: LLM service with multi-provider support (Python)
+- `sre_agent/firewall/`: Llama Prompt Guard security layer (Python)
+- `sre_agent/servers/mcp-server-kubernetes/`: Kubernetes operations (TypeScript)
+- `sre_agent/servers/github/`: GitHub API integration (TypeScript)
+- `sre_agent/servers/slack/`: Slack notifications (TypeScript)
+- `sre_agent/servers/prompt_server/`: Structured prompts (Python)
+- `sre_agent/cli/`: The Python CLI that powers the agent (Python)
+
+### Development Commands
+```bash
+make project-setup # Install uv, create venv, install pre-commit hooks
+make check # Run linting, pre-commit hooks, and lock file check
+make tests # Run pytest with coverage
+make license-check # Verify dependency licenses
+```
+
+### TypeScript MCP Servers
+```bash
+# Kubernetes MCP server
+cd sre_agent/servers/mcp-server-kubernetes
+npm run build && npm run test
+
+# GitHub/Slack MCP servers
+cd sre_agent/servers/github # or /slack
+npm run build && npm run watch
+```
+
+### The CLI
+
+At a high level, there are two main parts you can work on:
+- The **CLI**, which you can think of as the “front end.”
+- The **agents/MCP servers**, which run in the background.
+
+If you want to work on the CLI, you can install and run it locally with:
+
+```bash
+source .venv/bin/activate && pip install -e .
+```
+
+### Agents/MCP Servers
+
+If you’re working on the MCP servers, you’ll need to rebuild the Docker images for any server you modify.
+
+We provide two Compose files:
+
+- [compose.agent.yaml](compose.agent.yaml): uses images hosted on GHCR
+
+- [compose.dev.yaml](compose.dev.yaml): uses images built locally on your machine
+
+To test local changes, start the sre-agent with the --dev flag:
+
+```bash
+sre-agent --dev
+```
+
+This will start the agent using the [compose.dev.yaml](compose.dev.yaml) file.
+
+
+
+## 📚 Documentation
+
+Find all the docs you need in the [docs](docs) folder:
+
+- [Creating an IAM Role](docs/creating-an-iam-role.md)
+- [ECR Setup Steps](docs/ecr-setup.md)
+- [Agent Architecture](docs/agent-architecture.md)
+- [Production Journey](docs/production-journey.md)
+
+## 🙏 Acknowledgements & Attribution
+
+Big thanks to:
+
+- [Suyog Sonwalkar](https://github.com/Flux159) for the [Kubernetes MCP server](/sre_agent/servers/mcp-server-kubernetes/)
+- [Anthropic's Model Context Protocol team](https://github.com/modelcontextprotocol) for the [Slack](/sre_agent/servers/slack/) and [GitHub](/sre_agent/servers/github/) MCP servers
+
+## :book: Blogs
+
+Check out our blog posts for insights and updates:
+
+- [Bringing Agentic AI into the Real World](https://www.fuzzylabs.ai/blog-post/bringing-agentic-ai-into-the-real-world)
+- [How We're Building an Autonomous SRE with FastMCP](https://www.fuzzylabs.ai/blog-post/how-were-building-an-autonomous-sre-with-fastmcp)
diff --git a/compose.agent.yaml b/legacy/compose.agent.yaml
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rename to legacy/compose.agent.yaml
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diff --git a/docs/agent-architecture.md b/legacy/docs/agent-architecture.md
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diff --git a/docs/imgs/iam/iam-set-permissions.png b/legacy/docs/imgs/iam/iam-set-permissions.png
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diff --git a/docs/imgs/iam/iam-user-details.png b/legacy/docs/imgs/iam/iam-user-details.png
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similarity index 100%
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diff --git a/docs/imgs/running_locally/config.png b/legacy/docs/imgs/running_locally/config.png
similarity index 100%
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similarity index 100%
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similarity index 100%
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diff --git a/docs/imgs/running_locally/home.png b/legacy/docs/imgs/running_locally/home.png
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diff --git a/docs/imgs/running_locally/option_2.png b/legacy/docs/imgs/running_locally/option_2.png
similarity index 100%
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diff --git a/docs/imgs/running_locally/services_selection.png b/legacy/docs/imgs/running_locally/services_selection.png
similarity index 100%
rename from docs/imgs/running_locally/services_selection.png
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diff --git a/docs/imgs/running_locally/sre-agent.png b/legacy/docs/imgs/running_locally/sre-agent.png
similarity index 100%
rename from docs/imgs/running_locally/sre-agent.png
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diff --git a/docs/production-journey.md b/legacy/docs/production-journey.md
similarity index 100%
rename from docs/production-journey.md
rename to legacy/docs/production-journey.md
diff --git a/legacy/pyproject.toml b/legacy/pyproject.toml
new file mode 100644
index 00000000..ecb0295e
--- /dev/null
+++ b/legacy/pyproject.toml
@@ -0,0 +1,128 @@
+[project]
+name = "sre-agent"
+version = "0.1.0"
+description = "A Site Reliability Engineer AI agent that can monitor application and infrastructure logs, diagnose issues, and report on diagnostics."
+authors = [{ name = "Fuzzy Labs", email = "info@fuzzylabs.ai" }]
+readme = "README.md"
+requires-python = ">=3.12,<4.0"
+license = { text = "MIT" }
+classifiers = [
+ "Development Status :: 3 - Alpha",
+ "Intended Audience :: Developers",
+ "License :: OSI Approved :: MIT License",
+ "Programming Language :: Python :: 3",
+ "Programming Language :: Python :: 3.12",
+]
+dependencies = [
+]
+
+[project.scripts]
+sre-agent = "sre_agent.cli.main:main"
+
+[tool.pytest.ini_options]
+addopts = "--cov=sre_agent --cov-report term-missing"
+testpaths = ["tests"]
+
+# mypy configuration
+[tool.mypy]
+show_error_codes = true
+exclude = ["docs", "tests", "LICENSE"]
+strict = true
+namespace_packages = true
+
+# black configuration
+[tool.black]
+line-length = 100
+include = '\.pyi?$'
+exclude = '''
+/(
+ \.git
+| \.hg
+| \.mypy_cache
+| \.tox
+| \.venv
+| _build
+| buck-out
+| build
+)/
+'''
+
+[tool.ruff]
+target-version = "py312"
+
+
+# Match black. Note that this also checks comment line length, but black does not format comments.
+line-length = 100
+
+show-fixes = true
+
+[tool.ruff.lint]
+ignore-init-module-imports = true
+select = [
+ "C4", # flake8-comprehensions
+ "SIM", # flake8-simplify
+ "Q", # flake8-quotes
+ "ISC", # flake8-implicit-str-concat
+ "F", # pyflakes
+ "D", # pydocstyle
+ "E", # pycodestyle error
+ "W", # pycodestyle warning
+ "N", # pep8-naming
+ "I", # isort
+ "PL", # pylint rules from categories "Convention", "Error", and "Warning"
+ "PLE", # ruff currently implements only a subset of pylint's rules
+ "PLW", # pylint warning
+ "PLR", # pylint refactor
+ "UP", # pyupgrade
+ "C", # Complexity (mccabe+) & comprehensions
+]
+ignore = [
+ "UP006", # See https://github.com/bokeh/bokeh/issues/13143
+ "UP007", # See https://github.com/bokeh/bokeh/pull/13144
+]
+
+[tool.ruff.lint.pydocstyle]
+# Use Google-style docstrings.
+convention = "google"
+
+[tool.ruff.lint.mccabe]
+# Flag errors (`C901`) whenever the complexity level exceeds 10.
+max-complexity = 10
+
+
+# typos configuration
+[tool.typos.files]
+extend-exclude = [
+ ".gitignore",
+ "LICENSE",
+ ".*",
+ "*servers*",
+ "*values-secrets.yaml",
+]
+
+[tool.typos.default.extend-words]
+center = "center"
+Initialize = "Initialize"
+initialize = "initialize"
+Initialized = "Initialized"
+Authorization = "Authorization"
+EC = "EC"
+
+[tool.typos.default]
+locale = "en-gb"
+
+# Bandit configuration
+[tool.bandit]
+exclude_dirs = []
+skips = ["B104"]
+
+[tool.bandit.assert_used]
+skips = ['*test.py', '*/test_*.py']
+
+[tool.uv.workspace]
+members = [
+ "sre_agent/llm",
+ "sre_agent/client",
+ "sre_agent/servers/prompt_server",
+ "sre_agent/firewall",
+]
diff --git a/sre_agent/__init__.py b/legacy/sre_agent/__init__.py
similarity index 100%
rename from sre_agent/__init__.py
rename to legacy/sre_agent/__init__.py
diff --git a/sre_agent/cli/__init__.py b/legacy/sre_agent/cli/__init__.py
similarity index 100%
rename from sre_agent/cli/__init__.py
rename to legacy/sre_agent/cli/__init__.py
diff --git a/sre_agent/cli/commands/__init__.py b/legacy/sre_agent/cli/commands/__init__.py
similarity index 100%
rename from sre_agent/cli/commands/__init__.py
rename to legacy/sre_agent/cli/commands/__init__.py
diff --git a/sre_agent/cli/commands/config.py b/legacy/sre_agent/cli/commands/config.py
similarity index 100%
rename from sre_agent/cli/commands/config.py
rename to legacy/sre_agent/cli/commands/config.py
diff --git a/sre_agent/cli/commands/diagnose.py b/legacy/sre_agent/cli/commands/diagnose.py
similarity index 100%
rename from sre_agent/cli/commands/diagnose.py
rename to legacy/sre_agent/cli/commands/diagnose.py
diff --git a/sre_agent/cli/commands/help.py b/legacy/sre_agent/cli/commands/help.py
similarity index 100%
rename from sre_agent/cli/commands/help.py
rename to legacy/sre_agent/cli/commands/help.py
diff --git a/sre_agent/cli/interactive_shell.py b/legacy/sre_agent/cli/interactive_shell.py
similarity index 100%
rename from sre_agent/cli/interactive_shell.py
rename to legacy/sre_agent/cli/interactive_shell.py
diff --git a/sre_agent/cli/main.py b/legacy/sre_agent/cli/main.py
similarity index 100%
rename from sre_agent/cli/main.py
rename to legacy/sre_agent/cli/main.py
diff --git a/sre_agent/cli/utils/__init__.py b/legacy/sre_agent/cli/utils/__init__.py
similarity index 100%
rename from sre_agent/cli/utils/__init__.py
rename to legacy/sre_agent/cli/utils/__init__.py
diff --git a/sre_agent/cli/utils/ascii_art.py b/legacy/sre_agent/cli/utils/ascii_art.py
similarity index 100%
rename from sre_agent/cli/utils/ascii_art.py
rename to legacy/sre_agent/cli/utils/ascii_art.py
diff --git a/sre_agent/cli/utils/config.py b/legacy/sre_agent/cli/utils/config.py
similarity index 100%
rename from sre_agent/cli/utils/config.py
rename to legacy/sre_agent/cli/utils/config.py
diff --git a/sre_agent/cli/utils/env_setup.py b/legacy/sre_agent/cli/utils/env_setup.py
similarity index 100%
rename from sre_agent/cli/utils/env_setup.py
rename to legacy/sre_agent/cli/utils/env_setup.py
diff --git a/sre_agent/cli/utils/paths.py b/legacy/sre_agent/cli/utils/paths.py
similarity index 100%
rename from sre_agent/cli/utils/paths.py
rename to legacy/sre_agent/cli/utils/paths.py
diff --git a/sre_agent/cli/utils/service_manager.py b/legacy/sre_agent/cli/utils/service_manager.py
similarity index 97%
rename from sre_agent/cli/utils/service_manager.py
rename to legacy/sre_agent/cli/utils/service_manager.py
index 9d8b8a4b..7612436d 100644
--- a/sre_agent/cli/utils/service_manager.py
+++ b/legacy/sre_agent/cli/utils/service_manager.py
@@ -111,9 +111,7 @@ def start_services(
try:
console.print(f"[cyan]Starting SRE Agent services with {self.compose_file}...[/cyan]")
- result = subprocess.run(
- cmd, capture_output=True, text=True, timeout=300, check=False
- ) # nosec B603 B607
+ result = subprocess.run(cmd, capture_output=True, text=True, timeout=300, check=False) # nosec B603 B607
if result.returncode == 0:
console.print("[green]✅ Services started successfully![/green]")
@@ -331,9 +329,7 @@ def get_service_logs(self, service: Optional[str] = None, lines: int = 50) -> st
cmd.append(service)
try:
- result = subprocess.run(
- cmd, capture_output=True, text=True, timeout=30, check=False
- ) # nosec B603 B607
+ result = subprocess.run(cmd, capture_output=True, text=True, timeout=30, check=False) # nosec B603 B607
return result.stdout if result.returncode == 0 else result.stderr
except Exception as e:
return f"Error getting logs: {e}"
diff --git a/sre_agent/client/.python-version b/legacy/sre_agent/client/.python-version
similarity index 100%
rename from sre_agent/client/.python-version
rename to legacy/sre_agent/client/.python-version
diff --git a/sre_agent/client/Dockerfile b/legacy/sre_agent/client/Dockerfile
similarity index 100%
rename from sre_agent/client/Dockerfile
rename to legacy/sre_agent/client/Dockerfile
diff --git a/sre_agent/client/__init__.py b/legacy/sre_agent/client/__init__.py
similarity index 100%
rename from sre_agent/client/__init__.py
rename to legacy/sre_agent/client/__init__.py
diff --git a/sre_agent/client/client.py b/legacy/sre_agent/client/client.py
similarity index 99%
rename from sre_agent/client/client.py
rename to legacy/sre_agent/client/client.py
index 836b8306..694e4ba6 100644
--- a/sre_agent/client/client.py
+++ b/legacy/sre_agent/client/client.py
@@ -402,8 +402,7 @@ async def run_diagnosis_sync(service: str) -> dict[str, Any]:
if not all(server in client.sessions for server in required_servers):
missing = [s.name for s in required_servers if s not in client.sessions]
logger.error(
- "MCP Client failed to establish required server sessions: "
- f"{', '.join(missing)}"
+ f"MCP Client failed to establish required server sessions: {', '.join(missing)}"
)
raise RuntimeError("Required MCP sessions could not be established")
diff --git a/sre_agent/client/pyproject.toml b/legacy/sre_agent/client/pyproject.toml
similarity index 100%
rename from sre_agent/client/pyproject.toml
rename to legacy/sre_agent/client/pyproject.toml
diff --git a/sre_agent/client/utils/auth.py b/legacy/sre_agent/client/utils/auth.py
similarity index 100%
rename from sre_agent/client/utils/auth.py
rename to legacy/sre_agent/client/utils/auth.py
diff --git a/sre_agent/client/utils/schemas.py b/legacy/sre_agent/client/utils/schemas.py
similarity index 99%
rename from sre_agent/client/utils/schemas.py
rename to legacy/sre_agent/client/utils/schemas.py
index 570c7383..171f7148 100644
--- a/sre_agent/client/utils/schemas.py
+++ b/legacy/sre_agent/client/utils/schemas.py
@@ -1,4 +1,5 @@
"""Schemas for the client."""
+
from __future__ import annotations
import json
diff --git a/sre_agent/compose.agent.yaml b/legacy/sre_agent/compose.agent.yaml
similarity index 100%
rename from sre_agent/compose.agent.yaml
rename to legacy/sre_agent/compose.agent.yaml
diff --git a/sre_agent/compose.dev.yaml b/legacy/sre_agent/compose.dev.yaml
similarity index 100%
rename from sre_agent/compose.dev.yaml
rename to legacy/sre_agent/compose.dev.yaml
diff --git a/sre_agent/firewall/.python-version b/legacy/sre_agent/firewall/.python-version
similarity index 100%
rename from sre_agent/firewall/.python-version
rename to legacy/sre_agent/firewall/.python-version
diff --git a/sre_agent/firewall/Dockerfile b/legacy/sre_agent/firewall/Dockerfile
similarity index 100%
rename from sre_agent/firewall/Dockerfile
rename to legacy/sre_agent/firewall/Dockerfile
diff --git a/sre_agent/firewall/__init__.py b/legacy/sre_agent/firewall/__init__.py
similarity index 100%
rename from sre_agent/firewall/__init__.py
rename to legacy/sre_agent/firewall/__init__.py
diff --git a/sre_agent/firewall/firewall.py b/legacy/sre_agent/firewall/firewall.py
similarity index 99%
rename from sre_agent/firewall/firewall.py
rename to legacy/sre_agent/firewall/firewall.py
index 74ebf442..6f9e1f57 100644
--- a/sre_agent/firewall/firewall.py
+++ b/legacy/sre_agent/firewall/firewall.py
@@ -1,4 +1,5 @@
"""Encapsulation of LlamaFirewall functionality."""
+
import os
from collections.abc import AsyncGenerator
from contextlib import asynccontextmanager
diff --git a/sre_agent/firewall/pyproject.toml b/legacy/sre_agent/firewall/pyproject.toml
similarity index 100%
rename from sre_agent/firewall/pyproject.toml
rename to legacy/sre_agent/firewall/pyproject.toml
diff --git a/sre_agent/firewall/startup.sh b/legacy/sre_agent/firewall/startup.sh
similarity index 100%
rename from sre_agent/firewall/startup.sh
rename to legacy/sre_agent/firewall/startup.sh
diff --git a/sre_agent/llm/.python-version b/legacy/sre_agent/llm/.python-version
similarity index 100%
rename from sre_agent/llm/.python-version
rename to legacy/sre_agent/llm/.python-version
diff --git a/sre_agent/llm/Dockerfile b/legacy/sre_agent/llm/Dockerfile
similarity index 100%
rename from sre_agent/llm/Dockerfile
rename to legacy/sre_agent/llm/Dockerfile
diff --git a/sre_agent/llm/main.py b/legacy/sre_agent/llm/main.py
similarity index 98%
rename from sre_agent/llm/main.py
rename to legacy/sre_agent/llm/main.py
index 844e6a0f..01c7d756 100644
--- a/sre_agent/llm/main.py
+++ b/legacy/sre_agent/llm/main.py
@@ -64,7 +64,7 @@ async def lifespan(app: FastAPI) -> AsyncGenerator[Any, Any]:
STATE["client"] = get_client(settings.provider)
if STATE["client"] is None:
- raise ValueError(f"Unknown LLM provider. Supported providers are: {", ".join(Provider)}")
+ raise ValueError(f"Unknown LLM provider. Supported providers are: {', '.join(Provider)}")
yield
STATE.clear()
diff --git a/sre_agent/llm/pyproject.toml b/legacy/sre_agent/llm/pyproject.toml
similarity index 100%
rename from sre_agent/llm/pyproject.toml
rename to legacy/sre_agent/llm/pyproject.toml
diff --git a/sre_agent/llm/utils/adapters.py b/legacy/sre_agent/llm/utils/adapters.py
similarity index 100%
rename from sre_agent/llm/utils/adapters.py
rename to legacy/sre_agent/llm/utils/adapters.py
diff --git a/sre_agent/llm/utils/clients.py b/legacy/sre_agent/llm/utils/clients.py
similarity index 100%
rename from sre_agent/llm/utils/clients.py
rename to legacy/sre_agent/llm/utils/clients.py
diff --git a/sre_agent/llm/utils/schemas.py b/legacy/sre_agent/llm/utils/schemas.py
similarity index 100%
rename from sre_agent/llm/utils/schemas.py
rename to legacy/sre_agent/llm/utils/schemas.py
diff --git a/sre_agent/servers/.gitignore b/legacy/sre_agent/servers/.gitignore
similarity index 100%
rename from sre_agent/servers/.gitignore
rename to legacy/sre_agent/servers/.gitignore
diff --git a/sre_agent/servers/README.md b/legacy/sre_agent/servers/README.md
similarity index 100%
rename from sre_agent/servers/README.md
rename to legacy/sre_agent/servers/README.md
diff --git a/sre_agent/servers/github/Dockerfile b/legacy/sre_agent/servers/github/Dockerfile
similarity index 100%
rename from sre_agent/servers/github/Dockerfile
rename to legacy/sre_agent/servers/github/Dockerfile
diff --git a/sre_agent/servers/github/README.md b/legacy/sre_agent/servers/github/README.md
similarity index 100%
rename from sre_agent/servers/github/README.md
rename to legacy/sre_agent/servers/github/README.md
diff --git a/sre_agent/servers/github/common/errors.ts b/legacy/sre_agent/servers/github/common/errors.ts
similarity index 100%
rename from sre_agent/servers/github/common/errors.ts
rename to legacy/sre_agent/servers/github/common/errors.ts
diff --git a/sre_agent/servers/github/common/types.ts b/legacy/sre_agent/servers/github/common/types.ts
similarity index 100%
rename from sre_agent/servers/github/common/types.ts
rename to legacy/sre_agent/servers/github/common/types.ts
diff --git a/sre_agent/servers/github/common/utils.ts b/legacy/sre_agent/servers/github/common/utils.ts
similarity index 100%
rename from sre_agent/servers/github/common/utils.ts
rename to legacy/sre_agent/servers/github/common/utils.ts
diff --git a/sre_agent/servers/github/common/version.ts b/legacy/sre_agent/servers/github/common/version.ts
similarity index 100%
rename from sre_agent/servers/github/common/version.ts
rename to legacy/sre_agent/servers/github/common/version.ts
diff --git a/sre_agent/servers/github/index.ts b/legacy/sre_agent/servers/github/index.ts
similarity index 100%
rename from sre_agent/servers/github/index.ts
rename to legacy/sre_agent/servers/github/index.ts
diff --git a/sre_agent/servers/github/operations/branches.ts b/legacy/sre_agent/servers/github/operations/branches.ts
similarity index 100%
rename from sre_agent/servers/github/operations/branches.ts
rename to legacy/sre_agent/servers/github/operations/branches.ts
diff --git a/sre_agent/servers/github/operations/commits.ts b/legacy/sre_agent/servers/github/operations/commits.ts
similarity index 100%
rename from sre_agent/servers/github/operations/commits.ts
rename to legacy/sre_agent/servers/github/operations/commits.ts
diff --git a/sre_agent/servers/github/operations/files.ts b/legacy/sre_agent/servers/github/operations/files.ts
similarity index 100%
rename from sre_agent/servers/github/operations/files.ts
rename to legacy/sre_agent/servers/github/operations/files.ts
diff --git a/sre_agent/servers/github/operations/issues.ts b/legacy/sre_agent/servers/github/operations/issues.ts
similarity index 100%
rename from sre_agent/servers/github/operations/issues.ts
rename to legacy/sre_agent/servers/github/operations/issues.ts
diff --git a/sre_agent/servers/github/operations/pulls.ts b/legacy/sre_agent/servers/github/operations/pulls.ts
similarity index 100%
rename from sre_agent/servers/github/operations/pulls.ts
rename to legacy/sre_agent/servers/github/operations/pulls.ts
diff --git a/sre_agent/servers/github/operations/repository.ts b/legacy/sre_agent/servers/github/operations/repository.ts
similarity index 100%
rename from sre_agent/servers/github/operations/repository.ts
rename to legacy/sre_agent/servers/github/operations/repository.ts
diff --git a/sre_agent/servers/github/operations/search.ts b/legacy/sre_agent/servers/github/operations/search.ts
similarity index 100%
rename from sre_agent/servers/github/operations/search.ts
rename to legacy/sre_agent/servers/github/operations/search.ts
diff --git a/sre_agent/servers/github/package.json b/legacy/sre_agent/servers/github/package.json
similarity index 100%
rename from sre_agent/servers/github/package.json
rename to legacy/sre_agent/servers/github/package.json
diff --git a/sre_agent/servers/github/tsconfig.json b/legacy/sre_agent/servers/github/tsconfig.json
similarity index 100%
rename from sre_agent/servers/github/tsconfig.json
rename to legacy/sre_agent/servers/github/tsconfig.json
diff --git a/sre_agent/servers/github/utils/logger.ts b/legacy/sre_agent/servers/github/utils/logger.ts
similarity index 100%
rename from sre_agent/servers/github/utils/logger.ts
rename to legacy/sre_agent/servers/github/utils/logger.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/.github/workflows/cd.yml b/legacy/sre_agent/servers/mcp-server-kubernetes/.github/workflows/cd.yml
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/.github/workflows/cd.yml
rename to legacy/sre_agent/servers/mcp-server-kubernetes/.github/workflows/cd.yml
diff --git a/sre_agent/servers/mcp-server-kubernetes/.github/workflows/ci.yml b/legacy/sre_agent/servers/mcp-server-kubernetes/.github/workflows/ci.yml
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/.github/workflows/ci.yml
rename to legacy/sre_agent/servers/mcp-server-kubernetes/.github/workflows/ci.yml
diff --git a/sre_agent/servers/mcp-server-kubernetes/.gitignore b/legacy/sre_agent/servers/mcp-server-kubernetes/.gitignore
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/.gitignore
rename to legacy/sre_agent/servers/mcp-server-kubernetes/.gitignore
diff --git a/sre_agent/servers/mcp-server-kubernetes/.vscode/extensions.json b/legacy/sre_agent/servers/mcp-server-kubernetes/.vscode/extensions.json
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/.vscode/extensions.json
rename to legacy/sre_agent/servers/mcp-server-kubernetes/.vscode/extensions.json
diff --git a/sre_agent/servers/mcp-server-kubernetes/.vscode/settings.json b/legacy/sre_agent/servers/mcp-server-kubernetes/.vscode/settings.json
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/.vscode/settings.json
rename to legacy/sre_agent/servers/mcp-server-kubernetes/.vscode/settings.json
diff --git a/sre_agent/servers/mcp-server-kubernetes/ADVANCED_README.md b/legacy/sre_agent/servers/mcp-server-kubernetes/ADVANCED_README.md
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/ADVANCED_README.md
rename to legacy/sre_agent/servers/mcp-server-kubernetes/ADVANCED_README.md
diff --git a/sre_agent/servers/mcp-server-kubernetes/Dockerfile b/legacy/sre_agent/servers/mcp-server-kubernetes/Dockerfile
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/Dockerfile
rename to legacy/sre_agent/servers/mcp-server-kubernetes/Dockerfile
diff --git a/sre_agent/servers/mcp-server-kubernetes/LICENSE b/legacy/sre_agent/servers/mcp-server-kubernetes/LICENSE
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/LICENSE
rename to legacy/sre_agent/servers/mcp-server-kubernetes/LICENSE
diff --git a/sre_agent/servers/mcp-server-kubernetes/README.md b/legacy/sre_agent/servers/mcp-server-kubernetes/README.md
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/README.md
rename to legacy/sre_agent/servers/mcp-server-kubernetes/README.md
diff --git a/sre_agent/servers/mcp-server-kubernetes/bun.lockb b/legacy/sre_agent/servers/mcp-server-kubernetes/bun.lockb
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/bun.lockb
rename to legacy/sre_agent/servers/mcp-server-kubernetes/bun.lockb
diff --git a/sre_agent/servers/mcp-server-kubernetes/package.json b/legacy/sre_agent/servers/mcp-server-kubernetes/package.json
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/package.json
rename to legacy/sre_agent/servers/mcp-server-kubernetes/package.json
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/config/cleanup-config.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/config/cleanup-config.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/config/cleanup-config.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/config/cleanup-config.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/config/container-templates.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/config/container-templates.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/config/container-templates.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/config/container-templates.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/config/deployment-config.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/config/deployment-config.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/config/deployment-config.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/config/deployment-config.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/config/namespace-config.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/config/namespace-config.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/config/namespace-config.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/config/namespace-config.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/config/server-config.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/config/server-config.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/config/server-config.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/config/server-config.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/index.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/index.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/index.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/index.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/models/helm-models.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/models/helm-models.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/models/helm-models.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/models/helm-models.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/models/kubectl-models.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/models/kubectl-models.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/models/kubectl-models.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/models/kubectl-models.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/models/resource-models.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/models/resource-models.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/models/resource-models.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/models/resource-models.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/models/response-schemas.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/models/response-schemas.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/models/response-schemas.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/models/response-schemas.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/models/tool-models.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/models/tool-models.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/models/tool-models.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/models/tool-models.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/resources/handlers.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/resources/handlers.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/resources/handlers.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/resources/handlers.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/create_configmap.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/create_configmap.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/create_configmap.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/create_configmap.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/create_cronjob.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/create_cronjob.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/create_cronjob.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/create_cronjob.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/create_deployment.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/create_deployment.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/create_deployment.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/create_deployment.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/create_namespace.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/create_namespace.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/create_namespace.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/create_namespace.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/create_pod.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/create_pod.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/create_pod.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/create_pod.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/create_service.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/create_service.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/create_service.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/create_service.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_configmap.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_configmap.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/delete_configmap.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_configmap.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_cronjob.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_cronjob.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/delete_cronjob.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_cronjob.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_deployment.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_deployment.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/delete_deployment.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_deployment.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_namespace.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_namespace.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/delete_namespace.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_namespace.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_pod.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_pod.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/delete_pod.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_pod.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_service.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_service.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/delete_service.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_service.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_cronjob.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_cronjob.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/describe_cronjob.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_cronjob.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_deployment.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_deployment.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/describe_deployment.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_deployment.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_node.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_node.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/describe_node.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_node.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_pod.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_pod.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/describe_pod.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_pod.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_service.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_service.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/describe_service.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_service.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/get_configmap.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/get_configmap.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/get_configmap.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/get_configmap.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/get_current_context.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/get_current_context.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/get_current_context.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/get_current_context.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/get_events.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/get_events.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/get_events.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/get_events.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/get_job_logs.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/get_job_logs.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/get_job_logs.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/get_job_logs.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/get_logs.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/get_logs.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/get_logs.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/get_logs.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/helm-operations.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/helm-operations.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/helm-operations.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/helm-operations.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/kubectl-operations.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/kubectl-operations.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/kubectl-operations.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/kubectl-operations.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/list_contexts.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/list_contexts.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/list_contexts.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/list_contexts.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/list_cronjobs.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/list_cronjobs.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/list_cronjobs.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/list_cronjobs.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/list_deployments.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/list_deployments.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/list_deployments.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/list_deployments.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/list_jobs.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/list_jobs.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/list_jobs.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/list_jobs.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/list_nodes.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/list_nodes.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/list_nodes.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/list_nodes.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/list_pods.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/list_pods.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/list_pods.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/list_pods.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/list_services.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/list_services.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/list_services.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/list_services.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/port_forward.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/port_forward.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/port_forward.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/port_forward.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/scale_deployment.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/scale_deployment.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/scale_deployment.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/scale_deployment.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/set_current_context.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/set_current_context.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/set_current_context.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/set_current_context.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/update_configmap.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/update_configmap.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/update_configmap.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/update_configmap.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/update_deployment.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/update_deployment.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/update_deployment.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/update_deployment.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/tools/update_service.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/update_service.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/tools/update_service.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/update_service.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/types.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/types.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/types.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/types.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/utils/kubernetes-manager.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/utils/kubernetes-manager.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/utils/kubernetes-manager.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/utils/kubernetes-manager.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/utils/logger.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/utils/logger.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/utils/logger.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/utils/logger.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/src/utils/sse.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/src/utils/sse.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/src/utils/sse.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/src/utils/sse.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/startup.sh b/legacy/sre_agent/servers/mcp-server-kubernetes/startup.sh
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/startup.sh
rename to legacy/sre_agent/servers/mcp-server-kubernetes/startup.sh
diff --git a/sre_agent/servers/mcp-server-kubernetes/tests/configmap.test.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/tests/configmap.test.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/tests/configmap.test.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/tests/configmap.test.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/tests/contexts.test.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/tests/contexts.test.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/tests/contexts.test.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/tests/contexts.test.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/tests/cronjob.test.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/tests/cronjob.test.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/tests/cronjob.test.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/tests/cronjob.test.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/tests/current_context.test.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/tests/current_context.test.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/tests/current_context.test.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/tests/current_context.test.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/tests/helm.test.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/tests/helm.test.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/tests/helm.test.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/tests/helm.test.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/tests/kubectl.test.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/tests/kubectl.test.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/tests/kubectl.test.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/tests/kubectl.test.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/tests/namespace.test.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/tests/namespace.test.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/tests/namespace.test.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/tests/namespace.test.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/tests/non_destructive_tools.test.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/tests/non_destructive_tools.test.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/tests/non_destructive_tools.test.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/tests/non_destructive_tools.test.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/tests/port_forward.test.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/tests/port_forward.test.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/tests/port_forward.test.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/tests/port_forward.test.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/tests/service.test.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/tests/service.test.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/tests/service.test.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/tests/service.test.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/tests/set_current_context.test.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/tests/set_current_context.test.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/tests/set_current_context.test.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/tests/set_current_context.test.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/tests/sse.test.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/tests/sse.test.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/tests/sse.test.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/tests/sse.test.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/tests/unit.test.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/tests/unit.test.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/tests/unit.test.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/tests/unit.test.ts
diff --git a/sre_agent/servers/mcp-server-kubernetes/tsconfig.json b/legacy/sre_agent/servers/mcp-server-kubernetes/tsconfig.json
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/tsconfig.json
rename to legacy/sre_agent/servers/mcp-server-kubernetes/tsconfig.json
diff --git a/sre_agent/servers/mcp-server-kubernetes/vitest.config.ts b/legacy/sre_agent/servers/mcp-server-kubernetes/vitest.config.ts
similarity index 100%
rename from sre_agent/servers/mcp-server-kubernetes/vitest.config.ts
rename to legacy/sre_agent/servers/mcp-server-kubernetes/vitest.config.ts
diff --git a/sre_agent/servers/prompt_server/.python-version b/legacy/sre_agent/servers/prompt_server/.python-version
similarity index 100%
rename from sre_agent/servers/prompt_server/.python-version
rename to legacy/sre_agent/servers/prompt_server/.python-version
diff --git a/sre_agent/servers/prompt_server/Dockerfile b/legacy/sre_agent/servers/prompt_server/Dockerfile
similarity index 100%
rename from sre_agent/servers/prompt_server/Dockerfile
rename to legacy/sre_agent/servers/prompt_server/Dockerfile
diff --git a/sre_agent/servers/prompt_server/pyproject.toml b/legacy/sre_agent/servers/prompt_server/pyproject.toml
similarity index 100%
rename from sre_agent/servers/prompt_server/pyproject.toml
rename to legacy/sre_agent/servers/prompt_server/pyproject.toml
diff --git a/sre_agent/servers/prompt_server/server.py b/legacy/sre_agent/servers/prompt_server/server.py
similarity index 100%
rename from sre_agent/servers/prompt_server/server.py
rename to legacy/sre_agent/servers/prompt_server/server.py
diff --git a/sre_agent/servers/prompt_server/utils/schemas.py b/legacy/sre_agent/servers/prompt_server/utils/schemas.py
similarity index 100%
rename from sre_agent/servers/prompt_server/utils/schemas.py
rename to legacy/sre_agent/servers/prompt_server/utils/schemas.py
diff --git a/sre_agent/servers/slack/Dockerfile b/legacy/sre_agent/servers/slack/Dockerfile
similarity index 100%
rename from sre_agent/servers/slack/Dockerfile
rename to legacy/sre_agent/servers/slack/Dockerfile
diff --git a/sre_agent/servers/slack/README.md b/legacy/sre_agent/servers/slack/README.md
similarity index 100%
rename from sre_agent/servers/slack/README.md
rename to legacy/sre_agent/servers/slack/README.md
diff --git a/sre_agent/servers/slack/index.ts b/legacy/sre_agent/servers/slack/index.ts
similarity index 100%
rename from sre_agent/servers/slack/index.ts
rename to legacy/sre_agent/servers/slack/index.ts
diff --git a/sre_agent/servers/slack/package-lock.json b/legacy/sre_agent/servers/slack/package-lock.json
similarity index 100%
rename from sre_agent/servers/slack/package-lock.json
rename to legacy/sre_agent/servers/slack/package-lock.json
diff --git a/sre_agent/servers/slack/package.json b/legacy/sre_agent/servers/slack/package.json
similarity index 100%
rename from sre_agent/servers/slack/package.json
rename to legacy/sre_agent/servers/slack/package.json
diff --git a/sre_agent/servers/slack/tsconfig.json b/legacy/sre_agent/servers/slack/tsconfig.json
similarity index 100%
rename from sre_agent/servers/slack/tsconfig.json
rename to legacy/sre_agent/servers/slack/tsconfig.json
diff --git a/sre_agent/servers/slack/utils/logger.ts b/legacy/sre_agent/servers/slack/utils/logger.ts
similarity index 100%
rename from sre_agent/servers/slack/utils/logger.ts
rename to legacy/sre_agent/servers/slack/utils/logger.ts
diff --git a/sre_agent/shared/__init__.py b/legacy/sre_agent/shared/__init__.py
similarity index 100%
rename from sre_agent/shared/__init__.py
rename to legacy/sre_agent/shared/__init__.py
diff --git a/sre_agent/shared/logger.py b/legacy/sre_agent/shared/logger.py
similarity index 93%
rename from sre_agent/shared/logger.py
rename to legacy/sre_agent/shared/logger.py
index da710496..5c3c3f02 100644
--- a/sre_agent/shared/logger.py
+++ b/legacy/sre_agent/shared/logger.py
@@ -57,7 +57,9 @@ class ColoredFormatter(logging.Formatter):
def format(self, record: logging.LogRecord) -> str:
# Add color to the levelname
if record.levelname in self.COLORS:
- record.levelname = f"{self.COLORS[record.levelname]}{record.levelname}{self.COLORS['RESET']}" # noqa: E501
+ record.levelname = (
+ f"{self.COLORS[record.levelname]}{record.levelname}{self.COLORS['RESET']}" # noqa: E501
+ )
return super().format(record)
diff --git a/sre_agent/shared/py.typed b/legacy/sre_agent/shared/py.typed
similarity index 100%
rename from sre_agent/shared/py.typed
rename to legacy/sre_agent/shared/py.typed
diff --git a/sre_agent/shared/pyproject.toml b/legacy/sre_agent/shared/pyproject.toml
similarity index 100%
rename from sre_agent/shared/pyproject.toml
rename to legacy/sre_agent/shared/pyproject.toml
diff --git a/sre_agent/shared/schemas.py b/legacy/sre_agent/shared/schemas.py
similarity index 100%
rename from sre_agent/shared/schemas.py
rename to legacy/sre_agent/shared/schemas.py
diff --git a/sre_agent/tsconfig.json b/legacy/sre_agent/tsconfig.json
similarity index 100%
rename from sre_agent/tsconfig.json
rename to legacy/sre_agent/tsconfig.json
diff --git a/tests/__init__.py b/legacy/tests/__init__.py
similarity index 100%
rename from tests/__init__.py
rename to legacy/tests/__init__.py
diff --git a/tests/security_tests/test_guardrails.py b/legacy/tests/security_tests/test_guardrails.py
similarity index 99%
rename from tests/security_tests/test_guardrails.py
rename to legacy/tests/security_tests/test_guardrails.py
index c961cf37..dc7420e7 100644
--- a/tests/security_tests/test_guardrails.py
+++ b/legacy/tests/security_tests/test_guardrails.py
@@ -1,6 +1,5 @@
"""Tests for the Guardrails library."""
-
from unittest import IsolatedAsyncioTestCase
import requests
diff --git a/tests/security_tests/test_input_validation.py b/legacy/tests/security_tests/test_input_validation.py
similarity index 99%
rename from tests/security_tests/test_input_validation.py
rename to legacy/tests/security_tests/test_input_validation.py
index 04beaf4c..03f1122d 100644
--- a/tests/security_tests/test_input_validation.py
+++ b/legacy/tests/security_tests/test_input_validation.py
@@ -1,6 +1,5 @@
"""A test to assert that an invalid input the API returns an error message."""
-
import unittest
from http import HTTPStatus
diff --git a/tests/unit_tests/test_adapters.py b/legacy/tests/unit_tests/test_adapters.py
similarity index 100%
rename from tests/unit_tests/test_adapters.py
rename to legacy/tests/unit_tests/test_adapters.py
diff --git a/legacy/uv.lock b/legacy/uv.lock
new file mode 100644
index 00000000..5120b808
--- /dev/null
+++ b/legacy/uv.lock
@@ -0,0 +1,2325 @@
+version = 1
+revision = 3
+requires-python = ">=3.12, <4.0"
+
+[manifest]
+members = [
+ "client",
+ "firewall",
+ "llm",
+ "prompt-server",
+ "sre-agent",
+]
+
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/ee/67/531ea369ba64dcff5ec9c3402f9f51bf748cec26dde048a2f973a4eea7f5/annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89", size = 16081, upload-time = "2024-05-20T21:33:25.928Z" }
+wheels = [
+ { url = "https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53", size = 13643, upload-time = "2024-05-20T21:33:24.1Z" },
+]
+
+[[package]]
+name = "anthropic"
+version = "0.53.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+ { name = "anyio" },
+ { name = "distro" },
+ { name = "httpx" },
+ { name = "jiter" },
+ { name = "pydantic" },
+ { name = "sniffio" },
+ { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/c1/f6/a78ff9e23981fde136c3ae5427a39b27df92ebe5e5997c6203796449f1e5/anthropic-0.53.0.tar.gz", hash = "sha256:f5d1499fc45b2e05801fcbbeae25679f72f7479763e3c706126a7a7c8de06eff", size = 307716, upload-time = "2025-06-09T16:20:31.689Z" }
+wheels = [
+ { url = "https://files.pythonhosted.org/packages/a9/3f/82c21f74afa3541d69d20b8265c7fdfd078a687e9eea48fda30f1838d0b7/anthropic-0.53.0-py3-none-any.whl", hash = "sha256:b3a84751885a81d96bbddef180c3ce559c9140f7f230cdd825385405bd6d312e", size = 287248, upload-time = "2025-06-09T16:20:29.98Z" },
+]
+
+[[package]]
+name = "anyio"
+version = "4.9.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+ { name = "idna" },
+ { name = "sniffio" },
+ { name = "typing-extensions", marker = "python_full_version < '3.13'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/95/7d/4c1bd541d4dffa1b52bd83fb8527089e097a106fc90b467a7313b105f840/anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028", size = 190949, upload-time = "2025-03-17T00:02:54.77Z" }
+wheels = [
+ { url = "https://files.pythonhosted.org/packages/a1/ee/48ca1a7c89ffec8b6a0c5d02b89c305671d5ffd8d3c94acf8b8c408575bb/anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c", size = 100916, upload-time = "2025-03-17T00:02:52.713Z" },
+]
+
+[[package]]
+name = "appdirs"
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diff --git a/mypy.ini b/mypy.ini
new file mode 100644
index 00000000..9b38021b
--- /dev/null
+++ b/mypy.ini
@@ -0,0 +1,4 @@
+[mypy]
+exclude = ["legacy/", "docs/", "tests/", "LICENSE"]
+strict = true
+ignore_missing_imports = true
diff --git a/pyproject.toml b/pyproject.toml
index de525334..347ed6dc 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,168 +1,37 @@
[project]
name = "sre-agent"
-version = "0.1.0"
+version = "0.2.0"
description = "A Site Reliability Engineer AI agent that can monitor application and infrastructure logs, diagnose issues, and report on diagnostics."
authors = [{ name = "Fuzzy Labs", email = "info@fuzzylabs.ai" }]
readme = "README.md"
-requires-python = ">=3.12,<4.0"
+requires-python = ">=3.13,<4.0"
license = { text = "MIT" }
-classifiers = [
- "Development Status :: 3 - Alpha",
- "Intended Audience :: Developers",
- "License :: OSI Approved :: MIT License",
- "Programming Language :: Python :: 3",
- "Programming Language :: Python :: 3.12",
-]
dependencies = [
- "google-genai>=1.19.0",
- "click>=8.0.0",
- "rich>=13.0.0",
- "httpx>=0.25.0",
- "pydantic-settings>=2.9.1",
- "types-requests>=2.32.0.20250602",
- "prompt-toolkit>=3.0.52",
- "python-dotenv>=1.0.0",
- "questionary>=2.0.0",
+ "boto3>=1.42.39",
+ "click>=8.3.1",
+ "platformdirs>=4.5.1",
+ "pydantic-ai>=1.51.0",
+ "pydantic-settings>=2.12.0",
+ "python-dotenv>=1.2.1",
+ "questionary>=2.1.1",
+ "rich>=14.3.2",
]
[project.scripts]
sre-agent = "sre_agent.cli.main:main"
[dependency-groups]
-ci = [
- "anthropic>=0.49.0",
- "fastapi>=0.115.12",
- "mcp>=1.6.0",
- "pydantic>=2.11.3",
- "pydantic-settings>=2.9.1",
- "python-dotenv>=1.1.0",
- "types-requests>=2.32.0.20250328",
- "llamafirewall>=1.0.2",
- "shared",
- "transformers>=4.51.3",
-]
dev = [
- "pytest>=7.2.0",
- "pytest-cov>=4.0.0",
- "licensecheck>=2024.1.2",
- "mypy>=1.15.0",
- "pre-commit>=4.2.0",
+ "mypy>=1.19.1",
]
[build-system]
-requires = ["hatchling"]
-build-backend = "hatchling.build"
+requires = ["uv_build>=0.9.28,<0.10.0"]
+build-backend = "uv_build"
-[tool.hatchling.build.targets.wheel]
-packages = ["sre_agent"]
-include = [
- "sre_agent/compose.*.yaml",
-]
+[tool.hatch.build.targets.wheel]
+packages = ["src/sre_agent"]
[tool.pytest.ini_options]
addopts = "--cov=sre_agent --cov-report term-missing"
testpaths = ["tests"]
-
-# mypy configuration
-[tool.mypy]
-show_error_codes = true
-exclude = ["docs", "tests", "LICENSE"]
-strict = true
-namespace_packages = true
-
-# black configuration
-[tool.black]
-line-length = 100
-include = '\.pyi?$'
-exclude = '''
-/(
- \.git
-| \.hg
-| \.mypy_cache
-| \.tox
-| \.venv
-| _build
-| buck-out
-| build
-)/
-'''
-
-[tool.ruff]
-target-version = "py312"
-
-
-# Match black. Note that this also checks comment line length, but black does not format comments.
-line-length = 100
-
-show-fixes = true
-
-[tool.ruff.lint]
-ignore-init-module-imports = true
-select = [
- "C4", # flake8-comprehensions
- "SIM", # flake8-simplify
- "Q", # flake8-quotes
- "ISC", # flake8-implicit-str-concat
- "F", # pyflakes
- "D", # pydocstyle
- "E", # pycodestyle error
- "W", # pycodestyle warning
- "N", # pep8-naming
- "I", # isort
- "PL", # pylint rules from categories "Convention", "Error", and "Warning"
- "PLE", # ruff currently implements only a subset of pylint's rules
- "PLW", # pylint warning
- "PLR", # pylint refactor
- "UP", # pyupgrade
- "C", # Complexity (mccabe+) & comprehensions
-]
-ignore = [
- "UP006", # See https://github.com/bokeh/bokeh/issues/13143
- "UP007", # See https://github.com/bokeh/bokeh/pull/13144
-]
-
-[tool.ruff.lint.pydocstyle]
-# Use Google-style docstrings.
-convention = "google"
-
-[tool.ruff.lint.mccabe]
-# Flag errors (`C901`) whenever the complexity level exceeds 10.
-max-complexity = 10
-
-
-# typos configuration
-[tool.typos.files]
-extend-exclude = [
- ".gitignore",
- "LICENSE",
- ".*",
- "*servers*",
- "*values-secrets.yaml",
-]
-
-[tool.typos.default.extend-words]
-center = "center"
-Initialize = "Initialize"
-initialize = "initialize"
-Initialized = "Initialized"
-Authorization = "Authorization"
-EC = "EC"
-
-[tool.typos.default]
-locale = "en-gb"
-
-# Bandit configuration
-[tool.bandit]
-exclude_dirs = []
-skips = ["B104"]
-
-[tool.bandit.assert_used]
-skips = ['*test.py', '*/test_*.py']
-
-[tool.uv.workspace]
-members = [
- "sre_agent/llm",
- "sre_agent/client",
- "sre_agent/servers/prompt_server",
- "sre_agent/firewall",
-]
diff --git a/ruff.toml b/ruff.toml
new file mode 100644
index 00000000..d9e7842f
--- /dev/null
+++ b/ruff.toml
@@ -0,0 +1,71 @@
+# Exclude a variety of commonly ignored directories.
+exclude = [
+ ".bzr",
+ ".direnv",
+ ".eggs",
+ ".git",
+ ".git-rewrite",
+ ".hg",
+ ".ipynb_checkpoints",
+ ".mypy_cache",
+ ".nox",
+ ".pants.d",
+ ".pyenv",
+ ".pytest_cache",
+ ".pytype",
+ ".ruff_cache",
+ ".svn",
+ ".tox",
+ ".venv",
+ ".vscode",
+ "__pypackages__",
+ "_build",
+ "buck-out",
+ "build",
+ "dist",
+ "node_modules",
+ "site-packages",
+ "venv",
+ "legacy",
+]
+
+# Same as Black.
+line-length = 100
+indent-width = 4
+
+target-version = "py312"
+force-exclude = true
+
+[lint]
+select = [
+ "C4", # flake8-comprehensions
+ "SIM", # flake8-simplify
+ "Q", # flake8-quotes
+ "ISC", # flake8-implicit-str-concat
+ "F", # pyflakes
+ "D", # pydocstyle
+ "E", # pycodestyle error
+ "W", # pycodestyle warning
+ "N", # pep8-naming
+ "I", # isort
+ "PL", # pylint rules from categories "Convention", "Error", and "Warning"
+ "PLE", # ruff currently implements only a subset of pylint's rules
+ "PLW", # pylint warning
+ "PLR", # pylint refactor
+ "UP", # pyupgrade
+ "C", # Complexity (mccabe+) & comprehensions
+]
+ignore = [
+ "UP006", # See https://github.com/bokeh/bokeh/issues/13143
+ "UP007", # See https://github.com/bokeh/bokeh/pull/13144
+ "PLC0415", # Allow imports inside functions (useful for optional deps)
+ "PLR2004", # Allow magic values in comparisons (array indices etc.)
+]
+
+[format]
+# Like Black, use double quotes for strings.
+quote-style = "double"
+
+[lint.pydocstyle]
+# Use Google-style docstrings.
+convention = "google"
diff --git a/src/sre_agent/__init__.py b/src/sre_agent/__init__.py
new file mode 100644
index 00000000..fcedffdc
--- /dev/null
+++ b/src/sre_agent/__init__.py
@@ -0,0 +1,15 @@
+"""Public API for the SRE Agent."""
+
+from sre_agent.core.agent import create_sre_agent, diagnose_error
+from sre_agent.core.models import ErrorDiagnosis, LogEntry, LogQueryResult
+from sre_agent.core.settings import AgentSettings, get_settings
+
+__all__ = [
+ "create_sre_agent",
+ "diagnose_error",
+ "AgentSettings",
+ "get_settings",
+ "ErrorDiagnosis",
+ "LogEntry",
+ "LogQueryResult",
+]
diff --git a/src/sre_agent/cli/__init__.py b/src/sre_agent/cli/__init__.py
new file mode 100644
index 00000000..ec1ebe60
--- /dev/null
+++ b/src/sre_agent/cli/__init__.py
@@ -0,0 +1 @@
+"""CLI package for the SRE Agent."""
diff --git a/src/sre_agent/cli/configuration/__init__.py b/src/sre_agent/cli/configuration/__init__.py
new file mode 100644
index 00000000..401bcb81
--- /dev/null
+++ b/src/sre_agent/cli/configuration/__init__.py
@@ -0,0 +1,13 @@
+"""CLI configuration wizard package."""
+
+from sre_agent.cli.configuration.models import CliConfig
+from sre_agent.cli.configuration.store import ConfigError, load_config, save_config
+from sre_agent.cli.configuration.wizard import ensure_required_config
+
+__all__ = [
+ "CliConfig",
+ "ConfigError",
+ "ensure_required_config",
+ "load_config",
+ "save_config",
+]
diff --git a/src/sre_agent/cli/configuration/models.py b/src/sre_agent/cli/configuration/models.py
new file mode 100644
index 00000000..7c994648
--- /dev/null
+++ b/src/sre_agent/cli/configuration/models.py
@@ -0,0 +1,70 @@
+"""CLI configuration models."""
+
+from pydantic import BaseModel, ConfigDict, Field
+
+
+class AwsConfig(BaseModel):
+ """AWS configuration values for CLI deployment."""
+
+ region: str = "eu-west-2"
+ profile: str | None = None
+
+
+class EcsConfig(BaseModel):
+ """ECS configuration values for CLI deployment."""
+
+ project_name: str = "sre-agent"
+ cluster_name: str = "sre-agent"
+ task_family: str = "sre-agent"
+ task_cpu: int = 512
+ task_memory: int = 1024
+ task_cpu_architecture: str = "X86_64"
+ image_tag: str = "latest"
+ ecr_repo_sre_agent: str = "sre-agent"
+ ecr_repo_slack_mcp: str = "sre-agent-slack-mcp"
+ secret_anthropic_name: str = "sre-agent/anthropic_api_key"
+ secret_slack_bot_name: str = "sre-agent/slack_bot_token"
+ secret_github_token_name: str = "sre-agent/github_token"
+ log_group_name: str = "/ecs/sre-agent"
+ slack_mcp_host: str = "127.0.0.1"
+ slack_mcp_port: int = 13080
+
+
+class IntegrationConfig(BaseModel):
+ """Integration and provider configuration values."""
+
+ model: str = "claude-sonnet-4-5-20250929"
+ model_provider: str = "anthropic"
+ notification_platform: str = "slack"
+ code_repository_provider: str = "github"
+ deployment_platform: str = "aws"
+ logging_platform: str = "cloudwatch"
+ slack_channel_id: str | None = None
+ github_mcp_url: str = "https://api.githubcopilot.com/mcp/"
+
+
+class DeploymentState(BaseModel):
+ """Runtime deployment state discovered or created by the CLI."""
+
+ vpc_id: str | None = None
+ private_subnet_ids: list[str] = Field(default_factory=list)
+ security_group_id: str | None = None
+ secret_anthropic_arn: str | None = None
+ secret_slack_bot_arn: str | None = None
+ secret_github_token_arn: str | None = None
+ exec_role_arn: str | None = None
+ task_role_arn: str | None = None
+ ecr_sre_agent_uri: str | None = None
+ task_definition_arn: str | None = None
+ cluster_arn: str | None = None
+
+
+class CliConfig(BaseModel):
+ """CLI configuration and deployment state."""
+
+ model_config = ConfigDict(extra="ignore")
+
+ aws: AwsConfig = Field(default_factory=AwsConfig)
+ ecs: EcsConfig = Field(default_factory=EcsConfig)
+ integrations: IntegrationConfig = Field(default_factory=IntegrationConfig)
+ deployment: DeploymentState = Field(default_factory=DeploymentState)
diff --git a/src/sre_agent/cli/configuration/options.py b/src/sre_agent/cli/configuration/options.py
new file mode 100644
index 00000000..16046e7f
--- /dev/null
+++ b/src/sre_agent/cli/configuration/options.py
@@ -0,0 +1,32 @@
+"""Configuration wizard option constants for the CLI."""
+
+MODEL_PROVIDER_ENV = "MODEL_PROVIDER"
+NOTIFICATION_PLATFORM_ENV = "NOTIFICATION_PLATFORM"
+CODE_REPOSITORY_PROVIDER_ENV = "CODE_REPOSITORY_PROVIDER"
+DEPLOYMENT_PLATFORM_ENV = "DEPLOYMENT_PLATFORM"
+LOGGING_PLATFORM_ENV = "LOGGING_PLATFORM"
+LEGACY_SELECTION_ENV_KEYS: tuple[str, ...] = (
+ MODEL_PROVIDER_ENV,
+ NOTIFICATION_PLATFORM_ENV,
+ CODE_REPOSITORY_PROVIDER_ENV,
+ DEPLOYMENT_PLATFORM_ENV,
+ LOGGING_PLATFORM_ENV,
+)
+
+MODEL_PROVIDER_ANTHROPIC = "anthropic"
+NOTIFICATION_PLATFORM_SLACK = "slack"
+CODE_REPOSITORY_PROVIDER_GITHUB = "github"
+DEPLOYMENT_PLATFORM_AWS = "aws"
+LOGGING_PLATFORM_CLOUDWATCH = "cloudwatch"
+
+MODEL_PROVIDER_CHOICES: tuple[tuple[str, str], ...] = (("Anthropic", MODEL_PROVIDER_ANTHROPIC),)
+NOTIFICATION_PLATFORM_CHOICES: tuple[tuple[str, str], ...] = (
+ ("Slack", NOTIFICATION_PLATFORM_SLACK),
+)
+CODE_REPOSITORY_PROVIDER_CHOICES: tuple[tuple[str, str], ...] = (
+ ("GitHub", CODE_REPOSITORY_PROVIDER_GITHUB),
+)
+DEPLOYMENT_PLATFORM_CHOICES: tuple[tuple[str, str], ...] = (("AWS", DEPLOYMENT_PLATFORM_AWS),)
+AWS_LOGGING_PLATFORM_CHOICES: tuple[tuple[str, str], ...] = (
+ ("CloudWatch", LOGGING_PLATFORM_CLOUDWATCH),
+)
diff --git a/src/sre_agent/cli/configuration/providers/__init__.py b/src/sre_agent/cli/configuration/providers/__init__.py
new file mode 100644
index 00000000..c75a2bf7
--- /dev/null
+++ b/src/sre_agent/cli/configuration/providers/__init__.py
@@ -0,0 +1 @@
+"""Provider-specific helpers for CLI configuration."""
diff --git a/src/sre_agent/cli/configuration/providers/aws.py b/src/sre_agent/cli/configuration/providers/aws.py
new file mode 100644
index 00000000..3e9183c2
--- /dev/null
+++ b/src/sre_agent/cli/configuration/providers/aws.py
@@ -0,0 +1,133 @@
+"""AWS configuration helpers for CLI setup."""
+
+from collections.abc import Mapping
+from dataclasses import dataclass
+
+import boto3
+from botocore.exceptions import ClientError, NoCredentialsError, ProfileNotFound
+
+from sre_agent.cli.configuration.models import CliConfig
+
+
+@dataclass(frozen=True)
+class AwsConnectionInputs:
+ """AWS values used to validate account access."""
+
+ region: str | None
+ profile: str | None
+ access_key_id: str | None
+ secret_access_key: str | None
+ session_token: str | None
+
+
+@dataclass(frozen=True)
+class AwsConnectionCheckResult:
+ """Result of an AWS connection check."""
+
+ success: bool
+ message: str
+
+
+def build_aws_connection_inputs(
+ updates: Mapping[str, str],
+ env_values: Mapping[str, str],
+ config: CliConfig,
+) -> AwsConnectionInputs:
+ """Resolve AWS connection inputs from wizard and existing values.
+
+ Args:
+ updates: Values captured in the current setup wizard run.
+ env_values: Existing values from env file and process environment.
+ config: Cached CLI configuration values.
+
+ Returns:
+ The resolved AWS connection inputs.
+ """
+ region = _resolve_env_value("AWS_REGION", updates, env_values, config.aws.region)
+ profile = _resolve_env_value("AWS_PROFILE", updates, env_values, config.aws.profile)
+ access_key_id = _resolve_env_value("AWS_ACCESS_KEY_ID", updates, env_values)
+ secret_access_key = _resolve_env_value("AWS_SECRET_ACCESS_KEY", updates, env_values)
+ session_token = _resolve_env_value("AWS_SESSION_TOKEN", updates, env_values)
+
+ return AwsConnectionInputs(
+ region=region,
+ profile=profile,
+ access_key_id=access_key_id,
+ secret_access_key=secret_access_key,
+ session_token=session_token,
+ )
+
+
+def validate_aws_connection(inputs: AwsConnectionInputs) -> AwsConnectionCheckResult:
+ """Validate AWS access by calling STS get_caller_identity.
+
+ Args:
+ inputs: AWS connection inputs to validate.
+
+ Returns:
+ The connection check result.
+ """
+ try:
+ session = _create_aws_session(inputs)
+ identity = session.client("sts").get_caller_identity()
+ except ProfileNotFound as exc:
+ return AwsConnectionCheckResult(success=False, message=f"Profile not found: {exc}")
+ except NoCredentialsError as exc:
+ return AwsConnectionCheckResult(success=False, message=f"No AWS credentials found: {exc}")
+ except ClientError as exc:
+ return AwsConnectionCheckResult(success=False, message=str(exc))
+ except Exception as exc: # noqa: BLE001
+ return AwsConnectionCheckResult(success=False, message=str(exc))
+
+ account = str(identity.get("Account", "unknown-account"))
+ arn = str(identity.get("Arn", "unknown-arn"))
+ return AwsConnectionCheckResult(
+ success=True,
+ message=f"AWS connection successful. Account: {account}, Identity: {arn}",
+ )
+
+
+def _resolve_env_value(
+ key: str,
+ updates: Mapping[str, str],
+ env_values: Mapping[str, str],
+ fallback: str | None = None,
+) -> str | None:
+ """Read a value from updates first, then env values.
+
+ Args:
+ key: Name of the environment key.
+ updates: Values captured in the current setup wizard run.
+ env_values: Existing values from env file and process environment.
+ fallback: Value to use when key is absent in updates and env values.
+
+ Returns:
+ The resolved value, if any.
+ """
+ if key in updates:
+ return updates[key] or None
+ return env_values.get(key) or fallback
+
+
+def _create_aws_session(inputs: AwsConnectionInputs) -> boto3.session.Session:
+ """Create an AWS session from resolved connection inputs.
+
+ Args:
+ inputs: AWS connection inputs.
+
+ Returns:
+ A boto3 session configured for the provided inputs.
+ """
+ if inputs.profile:
+ return boto3.session.Session(
+ profile_name=inputs.profile,
+ region_name=inputs.region,
+ )
+ if inputs.access_key_id and inputs.secret_access_key:
+ return boto3.session.Session(
+ aws_access_key_id=inputs.access_key_id,
+ aws_secret_access_key=inputs.secret_access_key,
+ aws_session_token=inputs.session_token,
+ region_name=inputs.region,
+ )
+ return boto3.session.Session(region_name=inputs.region)
diff --git a/src/sre_agent/cli/configuration/store.py b/src/sre_agent/cli/configuration/store.py
new file mode 100644
index 00000000..7caad966
--- /dev/null
+++ b/src/sre_agent/cli/configuration/store.py
@@ -0,0 +1,52 @@
+"""CLI configuration persistence helpers."""
+
+import json
+from pathlib import Path
+
+from pydantic import ValidationError
+
+from sre_agent.cli.configuration.models import CliConfig
+from sre_agent.config.paths import cli_config_path
+
+
+class ConfigError(RuntimeError):
+ """Configuration related errors."""
+
+
+def load_config() -> CliConfig:
+ """Load CLI configuration from disk.
+
+ Returns:
+ The loaded configuration object.
+ """
+ path = cli_config_path()
+ if not path.exists():
+ return CliConfig()
+
+ try:
+ data = json.loads(path.read_text(encoding="utf-8"))
+ except json.JSONDecodeError as exc:
+ raise ConfigError(f"Invalid configuration file: {exc}") from exc
+
+ if not isinstance(data, dict):
+ raise ConfigError("Configuration file must contain a JSON object.")
+
+ try:
+ return CliConfig.model_validate(data)
+ except ValidationError as exc:
+ raise ConfigError(f"Invalid configuration values: {exc}") from exc
+
+
+def save_config(config: CliConfig) -> Path:
+ """Save CLI configuration to disk.
+
+ Args:
+ config: Configuration object to save.
+
+ Returns:
+ The saved configuration file path.
+ """
+ path = cli_config_path()
+ path.parent.mkdir(parents=True, exist_ok=True)
+ path.write_text(json.dumps(config.model_dump(mode="json"), indent=2), encoding="utf-8")
+ return path
diff --git a/src/sre_agent/cli/configuration/wizard.py b/src/sre_agent/cli/configuration/wizard.py
new file mode 100644
index 00000000..7c48f8a4
--- /dev/null
+++ b/src/sre_agent/cli/configuration/wizard.py
@@ -0,0 +1,589 @@
+"""Configuration setup for CLI runs."""
+
+from dataclasses import dataclass
+
+import questionary
+
+from sre_agent.cli.configuration.models import CliConfig
+from sre_agent.cli.configuration.options import (
+ AWS_LOGGING_PLATFORM_CHOICES,
+ CODE_REPOSITORY_PROVIDER_CHOICES,
+ CODE_REPOSITORY_PROVIDER_GITHUB,
+ DEPLOYMENT_PLATFORM_AWS,
+ DEPLOYMENT_PLATFORM_CHOICES,
+ LEGACY_SELECTION_ENV_KEYS,
+ LOGGING_PLATFORM_CLOUDWATCH,
+ MODEL_PROVIDER_ANTHROPIC,
+ MODEL_PROVIDER_CHOICES,
+ NOTIFICATION_PLATFORM_CHOICES,
+ NOTIFICATION_PLATFORM_SLACK,
+)
+from sre_agent.cli.configuration.providers.aws import (
+ build_aws_connection_inputs,
+ validate_aws_connection,
+)
+from sre_agent.cli.configuration.store import load_config, save_config
+from sre_agent.cli.env import load_env_values, write_env_file
+from sre_agent.cli.presentation.console import console
+from sre_agent.config.paths import env_path
+
+
+@dataclass(frozen=True)
+class _MissingConfigItem:
+ """A missing configuration item and whether to show it in summary."""
+
+ label: str
+ visible: bool = True
+
+
+@dataclass(frozen=True)
+class _WizardSelections:
+ """Selected providers and platforms from the configuration wizard."""
+
+ model_provider: str
+ notification_platform: str
+ code_repository_provider: str
+ deployment_platform: str
+ logging_platform: str
+ slack_channel_id: str | None
+
+
+def ensure_required_config() -> CliConfig:
+ """Ensure the required configuration is present.
+
+ Returns:
+ The configuration object.
+ """
+ config = load_config()
+ env_values = load_env_values()
+ missing_items = _find_missing_config_items(env_values, config)
+
+ if not missing_items:
+ console.print("[orange1]Configuration detected.[/orange1]")
+ reuse = questionary.confirm("Reuse existing configuration?", default=True).ask()
+ if reuse:
+ return config
+ console.print("[dim]Reconfiguring all settings.[/dim]")
+ return _run_config_wizard(config, env_values, force_reconfigure=True)
+
+ visible_missing_items = [item for item in missing_items if item.visible]
+
+ console.print("[yellow]No configurations found[/yellow]")
+ for item in visible_missing_items:
+ console.print(f"[#e0e0e0]- {item.label}[/#e0e0e0]")
+
+ configure = questionary.confirm("Configure now?", default=True).ask()
+ if not configure:
+ console.print("[dim]Skipping configuration. Some features may fail.[/dim]")
+ return config
+
+ return _run_config_wizard(config, env_values, force_reconfigure=False)
+
+
+def _run_config_wizard(
+ config: CliConfig,
+ env_values: dict[str, str],
+ force_reconfigure: bool,
+) -> CliConfig:
+ """Prompt for required configuration and save it to the user env file.
+
+ Args:
+ config: Existing configuration values.
+ env_values: Current environment values.
+ force_reconfigure: Whether to ignore existing values.
+
+ Returns:
+ The updated configuration object.
+ """
+ env_file_path = env_path()
+ updates: dict[str, str] = {}
+
+ model_provider = _configure_model_provider(
+ config,
+ env_values,
+ force_reconfigure,
+ updates,
+ )
+ notification_platform, slack_channel_id = _configure_notification_platform(
+ config,
+ env_values,
+ force_reconfigure,
+ updates,
+ )
+ code_repository_provider = _configure_code_repository_provider(
+ config,
+ env_values,
+ force_reconfigure,
+ updates,
+ )
+ deployment_platform, logging_platform = _configure_deployment_platform(
+ config,
+ env_values,
+ force_reconfigure,
+ updates,
+ )
+
+ _clear_legacy_selection_env_keys(updates)
+
+ write_env_file(env_file_path, updates)
+
+ selections = _WizardSelections(
+ model_provider=model_provider,
+ notification_platform=notification_platform,
+ code_repository_provider=code_repository_provider,
+ deployment_platform=deployment_platform,
+ logging_platform=logging_platform,
+ slack_channel_id=slack_channel_id,
+ )
+ _persist_wizard_choices(
+ config,
+ selections,
+ updates,
+ )
+
+ console.print(f"[green]Saved configuration to {env_file_path}[/green]")
+ return config
+
+
+def _configure_model_provider(
+ config: CliConfig,
+ env_values: dict[str, str],
+ force_reconfigure: bool,
+ updates: dict[str, str],
+) -> str:
+ """Prompt for model provider and required credentials."""
+ model_provider = _prompt_choice(
+ "Model provider:",
+ config.integrations.model_provider,
+ force_reconfigure,
+ MODEL_PROVIDER_CHOICES,
+ MODEL_PROVIDER_ANTHROPIC,
+ )
+ if model_provider == MODEL_PROVIDER_ANTHROPIC:
+ updates["ANTHROPIC_API_KEY"] = _prompt_secret(
+ "Anthropic API key:",
+ env_values.get("ANTHROPIC_API_KEY"),
+ force_reconfigure,
+ )
+ else:
+ _clear_env_keys(updates, "ANTHROPIC_API_KEY")
+ return model_provider
+
+
+def _configure_notification_platform(
+ config: CliConfig,
+ env_values: dict[str, str],
+ force_reconfigure: bool,
+ updates: dict[str, str],
+) -> tuple[str, str | None]:
+ """Prompt for notification platform and required credentials."""
+ notification_platform = _prompt_choice(
+ "Messaging/notification platform:",
+ config.integrations.notification_platform,
+ force_reconfigure,
+ NOTIFICATION_PLATFORM_CHOICES,
+ NOTIFICATION_PLATFORM_SLACK,
+ )
+ if notification_platform != NOTIFICATION_PLATFORM_SLACK:
+ _clear_env_keys(updates, "SLACK_BOT_TOKEN", "SLACK_CHANNEL_ID")
+ return notification_platform, None
+
+ updates["SLACK_BOT_TOKEN"] = _prompt_secret(
+ "Slack bot token:",
+ env_values.get("SLACK_BOT_TOKEN"),
+ force_reconfigure,
+ )
+ slack_channel_id = _prompt_text(
+ "Slack channel ID:",
+ env_values.get("SLACK_CHANNEL_ID") or config.integrations.slack_channel_id,
+ force_reconfigure,
+ )
+ updates["SLACK_CHANNEL_ID"] = slack_channel_id
+ return notification_platform, slack_channel_id
+
+
+def _configure_code_repository_provider(
+ config: CliConfig,
+ env_values: dict[str, str],
+ force_reconfigure: bool,
+ updates: dict[str, str],
+) -> str:
+ """Prompt for code repository provider and required credentials."""
+ code_repository_provider = _prompt_choice(
+ "Remote code repository:",
+ config.integrations.code_repository_provider,
+ force_reconfigure,
+ CODE_REPOSITORY_PROVIDER_CHOICES,
+ CODE_REPOSITORY_PROVIDER_GITHUB,
+ )
+ if code_repository_provider == CODE_REPOSITORY_PROVIDER_GITHUB:
+ updates["GITHUB_PERSONAL_ACCESS_TOKEN"] = _prompt_secret(
+ "GitHub token:",
+ env_values.get("GITHUB_PERSONAL_ACCESS_TOKEN"),
+ force_reconfigure,
+ )
+ else:
+ _clear_env_keys(updates, "GITHUB_PERSONAL_ACCESS_TOKEN")
+ return code_repository_provider
+
+
+def _configure_deployment_platform(
+ config: CliConfig,
+ env_values: dict[str, str],
+ force_reconfigure: bool,
+ updates: dict[str, str],
+) -> tuple[str, str]:
+ """Prompt for deployment platform, logging platform, and AWS credentials."""
+ deployment_platform = _prompt_choice(
+ "Which platform is your application deployed on?",
+ config.integrations.deployment_platform,
+ force_reconfigure,
+ DEPLOYMENT_PLATFORM_CHOICES,
+ DEPLOYMENT_PLATFORM_AWS,
+ )
+ if deployment_platform != DEPLOYMENT_PLATFORM_AWS:
+ return deployment_platform, config.integrations.logging_platform
+
+ logging_platform = _prompt_choice(
+ "Logging platform:",
+ config.integrations.logging_platform,
+ force_reconfigure,
+ AWS_LOGGING_PLATFORM_CHOICES,
+ LOGGING_PLATFORM_CLOUDWATCH,
+ )
+ _configure_aws_credentials(config, env_values, force_reconfigure, updates)
+ _report_aws_connection_check(updates, env_values, config)
+ return deployment_platform, logging_platform
+
+
+def _configure_aws_credentials(
+ config: CliConfig,
+ env_values: dict[str, str],
+ force_reconfigure: bool,
+ updates: dict[str, str],
+) -> None:
+ """Prompt for AWS credentials and region."""
+ use_profile = questionary.confirm(
+ "Use AWS_PROFILE instead of access keys?",
+ default=bool(env_values.get("AWS_PROFILE") or config.aws.profile),
+ ).ask()
+ if use_profile:
+ _configure_aws_profile_credentials(config, env_values, force_reconfigure, updates)
+ else:
+ _configure_aws_access_key_credentials(env_values, force_reconfigure, updates)
+
+ updates["AWS_REGION"] = _prompt_text(
+ "AWS region:",
+ env_values.get("AWS_REGION", config.aws.region),
+ force_reconfigure,
+ )
+
+
+def _configure_aws_profile_credentials(
+ config: CliConfig,
+ env_values: dict[str, str],
+ force_reconfigure: bool,
+ updates: dict[str, str],
+) -> None:
+ """Prompt for AWS profile credentials."""
+ updates["AWS_PROFILE"] = _prompt_text(
+ "AWS_PROFILE:",
+ env_values.get("AWS_PROFILE") or config.aws.profile,
+ force_reconfigure,
+ )
+ _clear_env_keys(
+ updates,
+ "AWS_ACCESS_KEY_ID",
+ "AWS_SECRET_ACCESS_KEY",
+ "AWS_SESSION_TOKEN",
+ )
+
+
+def _configure_aws_access_key_credentials(
+ env_values: dict[str, str],
+ force_reconfigure: bool,
+ updates: dict[str, str],
+) -> None:
+ """Prompt for AWS access key credentials."""
+ updates["AWS_PROFILE"] = _empty_env_value()
+ updates["AWS_ACCESS_KEY_ID"] = _prompt_text(
+ "AWS access key ID:",
+ env_values.get("AWS_ACCESS_KEY_ID"),
+ force_reconfigure,
+ )
+ updates["AWS_SECRET_ACCESS_KEY"] = _prompt_secret(
+ "AWS secret access key:",
+ env_values.get("AWS_SECRET_ACCESS_KEY"),
+ force_reconfigure,
+ )
+ session_token = questionary.password("AWS session token (optional):").ask()
+ updates["AWS_SESSION_TOKEN"] = session_token or _empty_env_value()
+
+
+def _clear_legacy_selection_env_keys(updates: dict[str, str]) -> None:
+ """Remove deprecated provider selection keys from the env file."""
+ _clear_env_keys(updates, *LEGACY_SELECTION_ENV_KEYS)
+
+
+def _clear_env_keys(updates: dict[str, str], *keys: str) -> None:
+ """Set keys to empty values so the env writer removes them."""
+ for key in keys:
+ updates[key] = _empty_env_value()
+
+
+def _empty_env_value() -> str:
+ """Return a canonical empty env value."""
+ return ""
+
+
+def _persist_wizard_choices(
+ config: CliConfig,
+ selections: _WizardSelections,
+ updates: dict[str, str],
+) -> None:
+ """Persist wizard choices to cached CLI config."""
+ config.integrations.model_provider = selections.model_provider
+ config.integrations.notification_platform = selections.notification_platform
+ config.integrations.code_repository_provider = selections.code_repository_provider
+ config.integrations.deployment_platform = selections.deployment_platform
+ config.integrations.logging_platform = selections.logging_platform
+ config.integrations.slack_channel_id = selections.slack_channel_id
+ if selections.deployment_platform == DEPLOYMENT_PLATFORM_AWS:
+ config.aws.region = updates["AWS_REGION"]
+ config.aws.profile = updates["AWS_PROFILE"] or None
+ save_config(config)
+
+
+def _find_missing_config_items(
+ env_values: dict[str, str],
+ config: CliConfig,
+) -> list[_MissingConfigItem]:
+ """Return missing configuration items.
+
+ Args:
+ env_values: Current environment values.
+ config: Existing configuration values.
+
+ Returns:
+ A list of missing configuration items.
+ """
+ missing: list[_MissingConfigItem] = []
+ _append_model_missing_items(missing, env_values, config)
+ _append_notification_missing_items(missing, env_values, config)
+ _append_repository_missing_items(missing, env_values, config)
+ _append_deployment_missing_items(missing, env_values, config)
+ return missing
+
+
+def _append_model_missing_items(
+ missing: list[_MissingConfigItem],
+ env_values: dict[str, str],
+ config: CliConfig,
+) -> None:
+ """Append missing model configuration items."""
+ model_provider_value = config.integrations.model_provider
+ if not _is_supported_choice(model_provider_value, MODEL_PROVIDER_CHOICES):
+ missing.append(_MissingConfigItem("Model provider"))
+ model_provider = _normalise_choice(
+ model_provider_value,
+ MODEL_PROVIDER_CHOICES,
+ MODEL_PROVIDER_ANTHROPIC,
+ )
+ if model_provider == MODEL_PROVIDER_ANTHROPIC and not env_values.get("ANTHROPIC_API_KEY"):
+ missing.append(_MissingConfigItem("Anthropic API key", visible=False))
+
+
+def _append_notification_missing_items(
+ missing: list[_MissingConfigItem],
+ env_values: dict[str, str],
+ config: CliConfig,
+) -> None:
+ """Append missing notification configuration items."""
+ notification_platform_value = config.integrations.notification_platform
+ if not _is_supported_choice(notification_platform_value, NOTIFICATION_PLATFORM_CHOICES):
+ missing.append(_MissingConfigItem("Messaging/notification platform"))
+ notification_platform = _normalise_choice(
+ notification_platform_value,
+ NOTIFICATION_PLATFORM_CHOICES,
+ NOTIFICATION_PLATFORM_SLACK,
+ )
+ if notification_platform != NOTIFICATION_PLATFORM_SLACK:
+ return
+ if not env_values.get("SLACK_BOT_TOKEN"):
+ missing.append(_MissingConfigItem("Slack bot token", visible=False))
+ if not env_values.get("SLACK_CHANNEL_ID") and not config.integrations.slack_channel_id:
+ missing.append(_MissingConfigItem("Slack channel ID"))
+
+
+def _append_repository_missing_items(
+ missing: list[_MissingConfigItem],
+ env_values: dict[str, str],
+ config: CliConfig,
+) -> None:
+ """Append missing repository configuration items."""
+ code_repository_provider_value = config.integrations.code_repository_provider
+ if not _is_supported_choice(code_repository_provider_value, CODE_REPOSITORY_PROVIDER_CHOICES):
+ missing.append(_MissingConfigItem("Remote code repository"))
+ code_repository_provider = _normalise_choice(
+ code_repository_provider_value,
+ CODE_REPOSITORY_PROVIDER_CHOICES,
+ CODE_REPOSITORY_PROVIDER_GITHUB,
+ )
+ if code_repository_provider == CODE_REPOSITORY_PROVIDER_GITHUB and not env_values.get(
+ "GITHUB_PERSONAL_ACCESS_TOKEN"
+ ):
+ missing.append(_MissingConfigItem("GitHub token", visible=False))
+
+
+def _append_deployment_missing_items(
+ missing: list[_MissingConfigItem],
+ env_values: dict[str, str],
+ config: CliConfig,
+) -> None:
+ """Append missing deployment configuration items."""
+ deployment_platform_value = config.integrations.deployment_platform
+ if not _is_supported_choice(deployment_platform_value, DEPLOYMENT_PLATFORM_CHOICES):
+ missing.append(_MissingConfigItem("Deployment platform"))
+ deployment_platform = _normalise_choice(
+ deployment_platform_value,
+ DEPLOYMENT_PLATFORM_CHOICES,
+ DEPLOYMENT_PLATFORM_AWS,
+ )
+ if deployment_platform != DEPLOYMENT_PLATFORM_AWS:
+ return
+
+ if not _is_supported_choice(config.integrations.logging_platform, AWS_LOGGING_PLATFORM_CHOICES):
+ missing.append(_MissingConfigItem("Logging platform"))
+ has_profile = bool(env_values.get("AWS_PROFILE") or config.aws.profile)
+ has_keys = bool(env_values.get("AWS_ACCESS_KEY_ID") and env_values.get("AWS_SECRET_ACCESS_KEY"))
+ if not (has_profile or has_keys):
+ missing.append(_MissingConfigItem("AWS credentials (AWS_PROFILE or access keys)"))
+ if not env_values.get("AWS_REGION") and not config.aws.region:
+ missing.append(_MissingConfigItem("AWS region"))
+
+
+def _prompt_choice(
+ label: str,
+ current: str | None,
+ force_reconfigure: bool,
+ choices: tuple[tuple[str, str], ...],
+ fallback: str,
+) -> str:
+ """Prompt for a single choice value.
+
+ Args:
+ label: Prompt label for the choice.
+ current: Current value if already set.
+ force_reconfigure: Whether to ignore existing values.
+ choices: Available display/value pairs.
+ fallback: Default choice value.
+
+ Returns:
+ The selected value.
+ """
+ default = fallback if force_reconfigure else _normalise_choice(current, choices, fallback)
+ selection = questionary.select(
+ label,
+ choices=[questionary.Choice(title=title, value=value) for title, value in choices],
+ default=default,
+ ).ask()
+ if not selection:
+ console.print("[yellow]Selection required.[/yellow]")
+ return _prompt_choice(label, current, force_reconfigure, choices, fallback)
+ return str(selection)
+
+
+def _normalise_choice(
+ value: str | None,
+ choices: tuple[tuple[str, str], ...],
+ fallback: str,
+) -> str:
+ """Return a supported value or a fallback.
+
+ Args:
+ value: Current or selected value.
+ choices: Available display/value pairs.
+ fallback: Value to use when the current value is unsupported.
+
+ Returns:
+ A supported choice value.
+ """
+ if _is_supported_choice(value, choices):
+ return str(value)
+ return fallback
+
+
+def _is_supported_choice(value: str | None, choices: tuple[tuple[str, str], ...]) -> bool:
+ """Return true when a value exists in a choice list.
+
+ Args:
+ value: Current or selected value.
+ choices: Available display/value pairs.
+
+ Returns:
+ True when the value is one of the choice values.
+ """
+ if not value:
+ return False
+ return any(value == choice_value for _, choice_value in choices)
+
+
+def _prompt_secret(label: str, current: str | None, force_reconfigure: bool) -> str:
+ """Prompt for a secret value.
+
+ Args:
+ label: Prompt label for the value.
+ current: Current value if already set.
+ force_reconfigure: Whether to ignore existing values.
+
+ Returns:
+ The selected secret value.
+ """
+ if current and not force_reconfigure:
+ use_existing = questionary.confirm(f"{label} already set. Keep it?", default=True).ask()
+ if use_existing:
+ return current
+ value: str | None = questionary.password(label).ask()
+ if not value:
+ console.print("[yellow]Value required.[/yellow]")
+ return _prompt_secret(label, current, force_reconfigure)
+ return value
+
+
+def _prompt_text(label: str, current: str | None, force_reconfigure: bool) -> str:
+ """Prompt for a text value.
+
+ Args:
+ label: Prompt label for the value.
+ current: Current value if already set.
+ force_reconfigure: Whether to ignore existing values.
+
+ Returns:
+ The selected text value.
+ """
+ default = "" if force_reconfigure else (current or "")
+ value: str | None = questionary.text(label, default=default).ask()
+ if not value:
+ console.print("[yellow]Value required.[/yellow]")
+ return _prompt_text(label, current, force_reconfigure)
+ return value
+
+
+def _report_aws_connection_check(
+ updates: dict[str, str],
+ env_values: dict[str, str],
+ config: CliConfig,
+) -> None:
+ """Check AWS credentials and display the current identity."""
+ console.print("[cyan]Checking AWS connection...[/cyan]")
+ connection_inputs = build_aws_connection_inputs(updates, env_values, config)
+ result = validate_aws_connection(connection_inputs)
+ if result.success:
+ console.print(f"[green]{result.message}[/green]")
+ return
+
+ console.print(f"[yellow]AWS connection check failed: {result.message}[/yellow]")
+ console.print(
+ "[dim]You can continue, but deployment and diagnostics will fail "
+ "until credentials are fixed.[/dim]"
+ )
diff --git a/src/sre_agent/cli/env.py b/src/sre_agent/cli/env.py
new file mode 100644
index 00000000..73fe115d
--- /dev/null
+++ b/src/sre_agent/cli/env.py
@@ -0,0 +1,79 @@
+"""User env file helpers for the CLI."""
+
+import os
+import re
+from pathlib import Path
+
+from sre_agent.config.paths import env_path
+
+
+def load_env_values() -> dict[str, str]:
+ """Load env file values and overlay environment variables.
+
+ Returns:
+ Combined env file and environment variable values.
+ """
+ values = read_env_file(env_path())
+ for key, value in os.environ.items():
+ if value:
+ values[key] = value
+ return values
+
+
+def read_env_file(path: Path) -> dict[str, str]:
+ """Read simple key/value pairs from an env file.
+
+ Args:
+ path: Path to the env file.
+
+ Returns:
+ Parsed key/value pairs.
+ """
+ if not path.exists():
+ return {}
+
+ values: dict[str, str] = {}
+ for raw_line in path.read_text(encoding="utf-8").splitlines():
+ line = raw_line.strip()
+ if not line or line.startswith("#") or "=" not in line:
+ continue
+ key, value = line.split("=", 1)
+ values[key.strip()] = value.strip().strip("\"'")
+ return values
+
+
+def write_env_file(path: Path, updates: dict[str, str]) -> None:
+ """Write updates to the env file.
+
+ Args:
+ path: Path to the env file.
+ updates: Values to write into the file.
+ """
+ path.parent.mkdir(parents=True, exist_ok=True)
+ current = read_env_file(path)
+ for key, value in updates.items():
+ if value:
+ current[key] = value
+ elif key in current:
+ current.pop(key, None)
+
+ lines = []
+ for key, value in current.items():
+ safe_value = _escape_env_value(value)
+ lines.append(f"{key}={safe_value}")
+
+ path.write_text("\n".join(lines) + "\n", encoding="utf-8")
+
+
+def _escape_env_value(value: str) -> str:
+ """Escape a value for env output.
+
+ Args:
+ value: Value to escape.
+
+ Returns:
+ The escaped value.
+ """
+ if re.search(r"\s", value):
+ return f'"{value}"'
+ return value
diff --git a/src/sre_agent/cli/interactive_shell.py b/src/sre_agent/cli/interactive_shell.py
new file mode 100644
index 00000000..49f03099
--- /dev/null
+++ b/src/sre_agent/cli/interactive_shell.py
@@ -0,0 +1,34 @@
+"""Interactive shell for guided deployment."""
+
+import questionary
+
+from sre_agent.cli.configuration import ensure_required_config
+from sre_agent.cli.mode.local import run_local_mode
+from sre_agent.cli.mode.remote.menu import run_remote_mode
+from sre_agent.cli.presentation.banner import print_global_banner
+from sre_agent.cli.presentation.console import console
+
+
+def start_interactive_shell() -> None:
+ """Start the interactive deployment shell."""
+ print_global_banner()
+ ensure_required_config()
+
+ while True:
+ choice = questionary.select(
+ "Running Mode:",
+ choices=[
+ "Local",
+ "Remote Deployment",
+ "Exit",
+ ],
+ ).ask()
+
+ if choice in (None, "Exit"):
+ console.print("Goodbye.")
+ return
+
+ if choice == "Local":
+ run_local_mode()
+ elif choice == "Remote Deployment":
+ run_remote_mode()
diff --git a/src/sre_agent/cli/main.py b/src/sre_agent/cli/main.py
new file mode 100644
index 00000000..fb95ddee
--- /dev/null
+++ b/src/sre_agent/cli/main.py
@@ -0,0 +1,24 @@
+"""CLI entrypoint for the SRE Agent."""
+
+import click
+
+from sre_agent.cli.interactive_shell import start_interactive_shell
+from sre_agent.cli.presentation.styles import apply_questionary_style
+
+
+@click.group(invoke_without_command=True)
+@click.pass_context
+def cli(ctx: click.Context) -> None:
+ """Run the SRE Agent CLI entrypoint.
+
+ Args:
+ ctx: Click context for the command invocation.
+ """
+ apply_questionary_style()
+ if ctx.invoked_subcommand is None:
+ start_interactive_shell()
+
+
+def main() -> None:
+ """Run the CLI."""
+ cli()
diff --git a/src/sre_agent/cli/mode/__init__.py b/src/sre_agent/cli/mode/__init__.py
new file mode 100644
index 00000000..a80447c3
--- /dev/null
+++ b/src/sre_agent/cli/mode/__init__.py
@@ -0,0 +1 @@
+"""Running mode workflows for the CLI."""
diff --git a/src/sre_agent/cli/mode/local.py b/src/sre_agent/cli/mode/local.py
new file mode 100644
index 00000000..8bf32cda
--- /dev/null
+++ b/src/sre_agent/cli/mode/local.py
@@ -0,0 +1,199 @@
+"""Local running mode for the CLI."""
+
+import math
+import shutil
+import subprocess # nosec B404
+import sys
+
+import questionary
+from rich.panel import Panel
+
+from sre_agent.cli.mode.paths import project_root
+from sre_agent.cli.presentation.console import console
+
+
+def run_local_mode() -> None:
+ """Run the agent locally."""
+ console.print("[cyan]Local run[/cyan]")
+ console.print("[dim]This runs the agent using your local environment.[/dim]")
+
+ log_group = questionary.text(
+ "CloudWatch log group:",
+ validate=lambda value: True if value.strip() else "Log group is required.",
+ ).ask()
+ if not log_group:
+ return
+ _ensure_slack_mcp_running()
+ _start_local_shell(log_group)
+
+
+def _ensure_slack_mcp_running() -> None:
+ """Start the Slack MCP server container if needed."""
+ console.print("[cyan]Ensuring Slack MCP server is running...[/cyan]")
+ compose_cmd = _docker_compose_cmd()
+ if compose_cmd is None:
+ console.print("[yellow]Docker Compose not found. Start Slack MCP manually.[/yellow]")
+ console.print("Run: `docker compose up -d slack`")
+ return
+
+ result = subprocess.run(
+ [*compose_cmd, "up", "-d", "slack"],
+ cwd=project_root(),
+ check=False,
+ capture_output=True,
+ text=True,
+ ) # nosec B603
+ if result.returncode != 0:
+ console.print("[yellow]Could not start Slack MCP server automatically.[/yellow]")
+ console.print("Run: `docker compose up -d slack`")
+
+
+def _docker_compose_cmd() -> list[str] | None:
+ """Return the docker compose command.
+
+ Returns:
+ The docker compose command parts, or None when unavailable.
+ """
+ docker_path = shutil.which("docker")
+ if docker_path:
+ result = subprocess.run(
+ [docker_path, "compose", "version"],
+ check=False,
+ capture_output=True,
+ text=True,
+ ) # nosec B603
+ if result.returncode == 0:
+ return [docker_path, "compose"]
+ docker_compose_path = shutil.which("docker-compose")
+ if docker_compose_path:
+ return [docker_compose_path]
+ return None
+
+
+def _start_local_shell(log_group: str) -> None:
+ """Start a local interactive shell for diagnoses.
+
+ Args:
+ log_group: CloudWatch log group name.
+ """
+ _print_local_banner(log_group)
+ while True:
+ try:
+ command = input("sre-agent (local)> ")
+ except EOFError:
+ console.print()
+ return
+
+ command = command.strip()
+ if not command:
+ continue
+
+ if command in {"exit", "quit"}:
+ console.print("[dim]Exiting local shell.[/dim]")
+ return
+
+ if command == "help":
+ _print_local_help()
+ continue
+
+ if command.startswith("diagnose "):
+ _handle_diagnose_command(log_group, command)
+ continue
+
+ console.print("[yellow]Unknown command. Type 'help' for commands.[/yellow]")
+
+
+def _print_local_banner(log_group: str) -> None:
+ """Print the local shell banner.
+
+ Args:
+ log_group: CloudWatch log group name.
+ """
+ console.print(
+ Panel(
+ "Starting interactive shell...\nType 'help' for available commands or 'exit' to quit.",
+ title="Local Mode",
+ border_style="cyan",
+ )
+ )
+ console.print(f"[green]Connected to: {log_group}[/green]")
+ console.print("[dim]Slack MCP is required for local diagnostics.[/dim]")
+ console.print("\n[bold]Example command:[/bold]")
+ console.print("diagnose currencyservice 10m")
+
+
+def _print_local_help() -> None:
+ """Print local shell help."""
+ console.print("[bold]Commands:[/bold]")
+ console.print("- diagnose [duration]")
+ console.print(" Examples: diagnose currencyservice 10m, diagnose cartservice 5")
+ console.print("- help")
+ console.print("- exit")
+
+
+def _handle_diagnose_command(log_group: str, command: str) -> None:
+ """Parse and run a diagnose command.
+
+ Args:
+ log_group: CloudWatch log group name.
+ command: Raw command string.
+ """
+ parts = command.split()
+ if len(parts) < 2:
+ console.print("[yellow]Usage: diagnose [duration][/yellow]")
+ return
+
+ service_name = parts[1].strip()
+ if not service_name:
+ console.print("[yellow]Service name is required.[/yellow]")
+ return
+
+ duration = parts[2] if len(parts) > 2 else "10m"
+ minutes = _parse_duration_minutes(duration)
+ if minutes is None:
+ console.print("[yellow]Invalid duration. Use 10m, 1h, or minutes like 5.[/yellow]")
+ return
+
+ console.print(f"[cyan]Running diagnosis for {service_name} (last {minutes} minutes)...[/cyan]")
+ subprocess.run(
+ [
+ sys.executable,
+ "-m",
+ "sre_agent.run",
+ log_group,
+ service_name,
+ str(minutes),
+ ],
+ check=False,
+ ) # nosec B603
+
+
+def _parse_duration_minutes(value: str) -> int | None:
+ """Parse a duration string into minutes.
+
+ Args:
+ value: Duration input from the user.
+
+ Returns:
+ Duration in minutes, or None when invalid.
+ """
+ raw = value.strip().lower()
+ minutes: int | None = None
+ if raw.isdigit():
+ minutes = int(raw)
+ else:
+ unit = raw[-1]
+ number = raw[:-1]
+ if number.isdigit():
+ amount = int(number)
+ if amount > 0:
+ if unit == "m":
+ minutes = amount
+ elif unit == "h":
+ minutes = amount * 60
+ elif unit == "s":
+ minutes = max(1, math.ceil(amount / 60))
+
+ if minutes is None or minutes <= 0:
+ return None
+ return minutes
diff --git a/src/sre_agent/cli/mode/paths.py b/src/sre_agent/cli/mode/paths.py
new file mode 100644
index 00000000..94571240
--- /dev/null
+++ b/src/sre_agent/cli/mode/paths.py
@@ -0,0 +1,12 @@
+"""Path helpers for the CLI."""
+
+from pathlib import Path
+
+
+def project_root() -> Path:
+ """Return the repository root directory.
+
+ Returns:
+ The repository root directory path.
+ """
+ return Path(__file__).resolve().parents[4]
diff --git a/src/sre_agent/cli/mode/remote/__init__.py b/src/sre_agent/cli/mode/remote/__init__.py
new file mode 100644
index 00000000..2d8e2acc
--- /dev/null
+++ b/src/sre_agent/cli/mode/remote/__init__.py
@@ -0,0 +1 @@
+"""Remote mode package."""
diff --git a/src/sre_agent/cli/mode/remote/aws/__init__.py b/src/sre_agent/cli/mode/remote/aws/__init__.py
new file mode 100644
index 00000000..b855f10e
--- /dev/null
+++ b/src/sre_agent/cli/mode/remote/aws/__init__.py
@@ -0,0 +1 @@
+"""AWS remote deployment package."""
diff --git a/src/sre_agent/cli/mode/remote/aws/ecs/__init__.py b/src/sre_agent/cli/mode/remote/aws/ecs/__init__.py
new file mode 100644
index 00000000..a1986844
--- /dev/null
+++ b/src/sre_agent/cli/mode/remote/aws/ecs/__init__.py
@@ -0,0 +1 @@
+"""AWS ECS remote deployment package."""
diff --git a/src/sre_agent/cli/mode/remote/aws/ecs/errors.py b/src/sre_agent/cli/mode/remote/aws/ecs/errors.py
new file mode 100644
index 00000000..2260f8bd
--- /dev/null
+++ b/src/sre_agent/cli/mode/remote/aws/ecs/errors.py
@@ -0,0 +1,98 @@
+"""AWS ECS remote deployment error helpers for the CLI."""
+
+from botocore.exceptions import (
+ ClientError,
+ EndpointConnectionError,
+ NoCredentialsError,
+ ProfileNotFound,
+)
+
+from sre_agent.cli.presentation.console import console
+
+
+def report_remote_error(exc: Exception) -> None:
+ """Render remote deployment errors with actionable guidance.
+
+ Args:
+ exc: Raised exception from a remote deployment action.
+ """
+ if is_aws_auth_error(exc):
+ console.print(
+ "[red]AWS authentication failed. Your credentials are missing, invalid, "
+ "or expired.[/red]"
+ )
+ console.print(
+ "[dim]If using AWS profile/SSO, run: aws sso login --profile . "
+ "If using temporary keys, refresh AWS_SESSION_TOKEN and retry.[/dim]"
+ )
+ return
+
+ if is_aws_endpoint_error(exc):
+ console.print("[red]Could not reach AWS endpoint from this environment.[/red]")
+ console.print("[dim]Check network connectivity and AWS region configuration.[/dim]")
+ return
+
+ console.print(f"[red]Remote deployment failed: {exc}[/red]")
+
+
+def is_aws_auth_error(exc: Exception) -> bool:
+ """Return true when an exception chain indicates AWS auth issues.
+
+ Args:
+ exc: Raised exception from a remote deployment action.
+
+ Returns:
+ True when the chain contains an auth-related error.
+ """
+ auth_codes = {
+ "ExpiredToken",
+ "ExpiredTokenException",
+ # spellchecker:ignore-next-line
+ "UnrecognizedClientException",
+ "InvalidClientTokenId",
+ "InvalidSignatureException",
+ "AccessDenied",
+ "AccessDeniedException",
+ }
+ for item in exception_chain(exc):
+ if isinstance(item, (NoCredentialsError, ProfileNotFound)):
+ return True
+ if isinstance(item, ClientError):
+ code = str(item.response.get("Error", {}).get("Code", ""))
+ if code in auth_codes:
+ return True
+ text = str(item)
+ if "security token included in the request is expired" in text.lower():
+ return True
+ return False
+
+
+def is_aws_endpoint_error(exc: Exception) -> bool:
+ """Return true when an exception chain indicates endpoint/network errors.
+
+ Args:
+ exc: Raised exception from a remote deployment action.
+
+ Returns:
+ True when the chain contains endpoint connection errors.
+ """
+ return any(isinstance(item, EndpointConnectionError) for item in exception_chain(exc))
+
+
+def exception_chain(exc: BaseException) -> list[BaseException]:
+ """Return exceptions in cause/context chain.
+
+ Args:
+ exc: Root exception.
+
+ Returns:
+ Ordered exception chain from root to cause/context.
+ """
+ chain: list[BaseException] = []
+ seen: set[int] = set()
+ current: BaseException | None = exc
+ while current is not None and id(current) not in seen:
+ chain.append(current)
+ seen.add(id(current))
+ current = current.__cause__ or current.__context__
+ return chain
diff --git a/src/sre_agent/cli/mode/remote/aws/ecs/menu.py b/src/sre_agent/cli/mode/remote/aws/ecs/menu.py
new file mode 100644
index 00000000..982a36f0
--- /dev/null
+++ b/src/sre_agent/cli/mode/remote/aws/ecs/menu.py
@@ -0,0 +1,466 @@
+"""AWS ECS remote deployment mode for the CLI."""
+
+from collections.abc import Callable
+
+import questionary
+
+from sre_agent.cli.configuration.models import CliConfig
+from sre_agent.cli.configuration.store import load_config, save_config
+from sre_agent.cli.mode.remote.aws.ecs.errors import report_remote_error
+from sre_agent.cli.mode.remote.aws.ecs.metadata import (
+ STATUS_KEY_ECR_REPOSITORIES,
+ STATUS_KEY_ECS_CLUSTER,
+ STATUS_KEY_IAM_ROLES,
+ STATUS_KEY_PRIVATE_SUBNETS,
+ STATUS_KEY_SECRETS,
+ STATUS_KEY_SECURITY_GROUP,
+ STATUS_KEY_TASK_DEFINITION,
+ STATUS_KEY_VPC,
+)
+from sre_agent.cli.mode.remote.aws.ecs.status import (
+ collect_deployment_status,
+ is_status_present,
+ print_deployment_status_table,
+ should_block_deploy,
+)
+from sre_agent.cli.mode.remote.aws.ecs.steps import (
+ build_container_overrides,
+ ecs_config_from_cli,
+ print_cleanup_summary,
+ print_deployment_summary,
+ prompt_diagnosis_inputs,
+ report_step,
+ reset_cleanup_state,
+ run_build_push_step,
+ run_cluster_step,
+ run_ecr_step,
+ run_iam_step,
+ run_network_step,
+ run_secrets_step,
+ run_security_group_step,
+ run_task_definition_step,
+ run_task_step,
+ start_one_off_task,
+ wait_for_task_completion,
+)
+from sre_agent.cli.presentation.console import console
+from sre_agent.core.deployments.aws_ecs import (
+ EcsDeploymentConfig,
+ cleanup_resources,
+ create_session,
+ get_identity,
+)
+
+DeploymentStep = Callable[[CliConfig, EcsDeploymentConfig], CliConfig | None]
+
+
+class _RepairCancelledError(Exception):
+ """Signal that the repair flow was cancelled."""
+
+
+def run_aws_ecs_mode() -> None:
+ """Run AWS ECS deployment actions."""
+ while True:
+ target = questionary.select(
+ "AWS ECS:",
+ choices=_aws_ecs_menu_choices(load_config()),
+ ).ask()
+
+ if target in (None, "Back"):
+ return
+
+ action = _aws_ecs_menu_action(target)
+ if action is None:
+ continue
+
+ try:
+ action()
+ except Exception as exc: # noqa: BLE001
+ report_remote_error(exc)
+
+
+def _aws_ecs_menu_choices(config: CliConfig) -> list[str]:
+ """Return AWS ECS menu choices for the current deployment state.
+
+ Args:
+ config: CLI configuration values.
+
+ Returns:
+ Menu options appropriate for current deployment state.
+ """
+ choices = [
+ "Deploy to AWS ECS",
+ "Check deployment status",
+ ]
+ if _has_completed_deployment(config):
+ choices.extend(
+ [
+ "Run diagnosis job",
+ "Repair deployment",
+ "Clean up deployment",
+ ]
+ )
+ choices.append("Back")
+ return choices
+
+
+def _aws_ecs_menu_action(target: str) -> Callable[[], None] | None:
+ """Return the action callable for a menu selection.
+
+ Args:
+ target: Menu option selected by the user.
+
+ Returns:
+ Matching action callable, if supported.
+ """
+ return {
+ "Deploy to AWS ECS": _deploy_to_ecs,
+ "Check deployment status": _check_deployment,
+ "Run diagnosis job": _run_diagnosis_job,
+ "Repair deployment": _repair_deployment,
+ "Clean up deployment": _cleanup_menu,
+ }.get(target)
+
+
+def _has_completed_deployment(config: CliConfig) -> bool:
+ """Return true when config indicates an existing completed deployment.
+
+ Args:
+ config: CLI configuration values.
+
+ Returns:
+ True when core deployment state exists in config.
+ """
+ return bool(
+ config.deployment.vpc_id
+ and config.deployment.private_subnet_ids
+ and config.deployment.security_group_id
+ and config.deployment.task_definition_arn
+ and config.deployment.cluster_arn
+ )
+
+
+def _deploy_to_ecs() -> None:
+ """Run the full ECS deployment flow."""
+ config = load_config()
+ print_deployment_summary(config)
+ confirm = questionary.confirm(
+ "Proceed with ECS deployment?",
+ default=True,
+ ).ask()
+ if not confirm:
+ console.print("[dim]Deployment cancelled.[/dim]")
+ return
+
+ _validate_aws_session(ecs_config_from_cli(config))
+ status = collect_deployment_status(config)
+ if should_block_deploy(status):
+ console.print(
+ "[yellow]Deployment blocked because existing deployment resources "
+ "were detected.[/yellow]"
+ )
+ print_deployment_status_table(config, status)
+ console.print(
+ "[dim]Use 'Repair deployment' to fix/reuse them, or 'Clean up deployment' first.[/dim]"
+ )
+ return
+
+ steps: list[DeploymentStep] = [
+ run_network_step,
+ run_security_group_step,
+ run_secrets_step,
+ run_iam_step,
+ run_ecr_step,
+ run_build_push_step,
+ run_task_definition_step,
+ run_cluster_step,
+ ]
+ updated = config
+ for step in steps:
+ next_config = step(updated, ecs_config_from_cli(updated))
+ if next_config is None:
+ return
+ updated = next_config
+
+ run_task_step(updated, ecs_config_from_cli(updated))
+
+
+def _check_deployment() -> None:
+ """Check current deployment resources."""
+ config = load_config()
+ console.print("[cyan]Checking current deployment (live AWS status scan)...[/cyan]")
+ results = collect_deployment_status(config)
+ print_deployment_status_table(config, results)
+
+
+def _run_diagnosis_job() -> None:
+ """Run a temporary ECS task for one diagnosis job."""
+ config = load_config()
+ ecs_config = ecs_config_from_cli(config)
+
+ if not config.deployment.task_definition_arn:
+ console.print("[yellow]Task definition is missing. Deploy or repair first.[/yellow]")
+ return
+ if not config.deployment.private_subnet_ids or not config.deployment.security_group_id:
+ console.print("[yellow]Network configuration is missing. Deploy or repair first.[/yellow]")
+ return
+
+ _validate_aws_session(ecs_config)
+ confirm = questionary.confirm("Run one-off diagnosis job now?", default=True).ask()
+ if not confirm:
+ console.print("[dim]Diagnosis job cancelled.[/dim]")
+ return
+
+ inputs = prompt_diagnosis_inputs()
+ if inputs is None:
+ console.print("[dim]Diagnosis job cancelled.[/dim]")
+ return
+
+ session, task_arn = start_one_off_task(
+ config,
+ ecs_config,
+ build_container_overrides(*inputs),
+ )
+ wait_for_task_completion(session, config.ecs.cluster_name, task_arn)
+
+
+def _repair_deployment() -> None:
+ """Repair missing or unhealthy deployment resources."""
+ config = load_config()
+ console.print("[cyan]Repairing deployment using strict live status checks...[/cyan]")
+
+ current_status = collect_deployment_status(config)
+ print_deployment_status_table(config, current_status)
+
+ if all(is_status_present(status) for status in current_status.values()):
+ console.print("[green]No repair actions required. All resources are healthy.[/green]")
+ return
+
+ confirm = questionary.confirm(
+ "Attempt automatic repair for missing/unhealthy resources?",
+ default=True,
+ ).ask()
+ if not confirm:
+ console.print("[dim]Repair cancelled.[/dim]")
+ return
+
+ try:
+ updated = _run_repair_flow(config)
+ except _RepairCancelledError:
+ console.print("[dim]Repair cancelled.[/dim]")
+ return
+
+ _report_repair_result(updated)
+
+
+def _run_repair_flow(config: CliConfig) -> CliConfig:
+ """Run the ordered repair steps and return updated config.
+
+ Args:
+ config: CLI configuration values.
+
+ Returns:
+ Updated config after repair workflow.
+ """
+ updated = config
+ task_definition_refresh_required = False
+
+ updated, _ = _repair_network_if_needed(updated)
+
+ for status_key, label, step, refresh_task_definition in _repair_steps():
+ updated, repaired = _repair_resource_if_missing(updated, status_key, label, step)
+ if repaired and refresh_task_definition:
+ task_definition_refresh_required = True
+
+ if _should_rebuild_images_during_repair():
+ updated = _require_repair_step_result(
+ run_build_push_step(updated, ecs_config_from_cli(updated))
+ )
+
+ updated, _ = _repair_task_definition_if_needed(
+ updated,
+ task_definition_refresh_required,
+ )
+ updated, _ = _repair_resource_if_missing(
+ updated,
+ STATUS_KEY_ECS_CLUSTER,
+ "ECS cluster",
+ run_cluster_step,
+ )
+ return updated
+
+
+def _repair_steps() -> list[tuple[str, str, DeploymentStep, bool]]:
+ """Return ordered resource repair steps.
+
+ Returns:
+ Ordered repair step metadata.
+ """
+ return [
+ (STATUS_KEY_SECURITY_GROUP, "security group", run_security_group_step, False),
+ (STATUS_KEY_SECRETS, "secrets", run_secrets_step, True),
+ (STATUS_KEY_IAM_ROLES, "IAM roles", run_iam_step, True),
+ (STATUS_KEY_ECR_REPOSITORIES, "ECR repositories", run_ecr_step, True),
+ ]
+
+
+def _repair_network_if_needed(config: CliConfig) -> tuple[CliConfig, bool]:
+ """Repair VPC/subnets when missing.
+
+ Args:
+ config: CLI configuration values.
+
+ Returns:
+ Updated config and whether repair was performed.
+ """
+ status = collect_deployment_status(config)
+ vpc_ok = is_status_present(status.get(STATUS_KEY_VPC, ""))
+ subnets_ok = is_status_present(status.get(STATUS_KEY_PRIVATE_SUBNETS, ""))
+ if vpc_ok and subnets_ok:
+ return config, False
+
+ console.print("[cyan]Repairing network resources...[/cyan]")
+ updated = _require_repair_step_result(run_network_step(config, ecs_config_from_cli(config)))
+ if updated.deployment.security_group_id:
+ updated.deployment.security_group_id = None
+ save_config(updated)
+ report_step("Cleared saved security group. A new one will be created for the new VPC")
+ return updated, True
+
+
+def _repair_resource_if_missing(
+ config: CliConfig,
+ status_key: str,
+ label: str,
+ step: DeploymentStep,
+) -> tuple[CliConfig, bool]:
+ """Run a repair step when its status is not present.
+
+ Args:
+ config: CLI configuration values.
+ status_key: Resource key in deployment status map.
+ label: Display label for progress messages.
+ step: Repair step callable.
+
+ Returns:
+ Updated config and whether repair was performed.
+ """
+ status = collect_deployment_status(config)
+ if is_status_present(status.get(status_key, "")):
+ return config, False
+
+ console.print(f"[cyan]Repairing {label}...[/cyan]")
+ updated = _require_repair_step_result(step(config, ecs_config_from_cli(config)))
+ return updated, True
+
+
+def _repair_task_definition_if_needed(
+ config: CliConfig,
+ refresh_required: bool,
+) -> tuple[CliConfig, bool]:
+ """Repair task definition when missing or after dependency changes.
+
+ Args:
+ config: CLI configuration values.
+ refresh_required: Whether dependencies changed and force refresh is needed.
+
+ Returns:
+ Updated config and whether repair was performed.
+ """
+ status = collect_deployment_status(config)
+ if not refresh_required and is_status_present(status.get(STATUS_KEY_TASK_DEFINITION, "")):
+ return config, False
+
+ console.print("[cyan]Repairing task definition...[/cyan]")
+ updated = _require_repair_step_result(
+ run_task_definition_step(config, ecs_config_from_cli(config))
+ )
+ return updated, True
+
+
+def _should_rebuild_images_during_repair() -> bool:
+ """Return true when the user wants image rebuild in repair.
+
+ Returns:
+ True when image rebuild should be included.
+ """
+ confirm = questionary.confirm(
+ "Build and push images as part of repair?",
+ default=False,
+ ).ask()
+ return bool(confirm)
+
+
+def _require_repair_step_result(config: CliConfig | None) -> CliConfig:
+ """Return config from a repair step or raise cancellation.
+
+ Args:
+ config: Optional config returned from a repair step.
+
+ Returns:
+ Required config value.
+
+ Raises:
+ _RepairCancelledError: If the step returned None.
+ """
+ if config is None:
+ raise _RepairCancelledError()
+ return config
+
+
+def _report_repair_result(config: CliConfig) -> None:
+ """Print final repair status and optional diagnosis run action.
+
+ Args:
+ config: Updated CLI configuration values.
+ """
+ final_status = collect_deployment_status(config)
+ console.print("[cyan]Deployment status after repair:[/cyan]")
+ print_deployment_status_table(config, final_status)
+
+ if all(is_status_present(item) for item in final_status.values()):
+ console.print("[green]Repair complete.[/green]")
+ run_task_step(config, ecs_config_from_cli(config))
+ return
+ console.print(
+ "[yellow]Repair finished with unresolved items. Review the status table.[/yellow]"
+ )
+
+
+def _cleanup_menu() -> None:
+ """Clean up deployment resources."""
+ console.print("[cyan]Clean up deployment resources[/cyan]")
+ console.print("[dim]This removes ECS resources created by the deployment flow.[/dim]")
+
+ config = load_config()
+ ecs_config = ecs_config_from_cli(config)
+ print_cleanup_summary(config)
+
+ confirm = questionary.confirm(
+ "This will delete the resources listed above. Continue?",
+ default=False,
+ ).ask()
+ if not confirm:
+ console.print("[dim]Clean up cancelled.[/dim]")
+ return
+
+ force_delete = questionary.confirm(
+ "Delete secrets immediately (no recovery window)?",
+ default=False,
+ ).ask()
+
+ cleanup_resources(ecs_config, report_step, force_delete)
+ reset_cleanup_state(config)
+
+
+def _validate_aws_session(config: EcsDeploymentConfig) -> None:
+ """Validate AWS session before running deployment actions.
+
+ Args:
+ config: ECS deployment configuration.
+ """
+ session = create_session(config)
+ identity = get_identity(session)
+ account = identity.get("Account", "unknown")
+ arn = identity.get("Arn", "unknown")
+ console.print(f"[dim]AWS identity: {arn} (account {account})[/dim]")
diff --git a/src/sre_agent/cli/mode/remote/aws/ecs/metadata.py b/src/sre_agent/cli/mode/remote/aws/ecs/metadata.py
new file mode 100644
index 00000000..cf6b0498
--- /dev/null
+++ b/src/sre_agent/cli/mode/remote/aws/ecs/metadata.py
@@ -0,0 +1,88 @@
+"""Shared metadata helpers for AWS ECS remote deployment flows."""
+
+from sre_agent.cli.configuration.models import CliConfig
+
+STATUS_KEY_VPC = "VPC"
+STATUS_KEY_PRIVATE_SUBNETS = "Private subnets"
+STATUS_KEY_SECURITY_GROUP = "Security group"
+STATUS_KEY_SECRETS = "Secrets"
+STATUS_KEY_IAM_ROLES = "IAM roles"
+STATUS_KEY_ECR_REPOSITORIES = "ECR repositories"
+STATUS_KEY_LOG_GROUP = "Log group"
+STATUS_KEY_TASK_DEFINITION = "Task definition"
+STATUS_KEY_ECS_CLUSTER = "ECS cluster"
+
+
+def secret_names(config: CliConfig) -> tuple[str, str, str]:
+ """Return configured secret names.
+
+ Args:
+ config: CLI configuration values.
+
+ Returns:
+ Secret names for Anthropic, Slack, and GitHub.
+ """
+ return (
+ config.ecs.secret_anthropic_name,
+ config.ecs.secret_slack_bot_name,
+ config.ecs.secret_github_token_name,
+ )
+
+
+def secret_arns(config: CliConfig) -> tuple[str | None, str | None, str | None]:
+ """Return configured secret ARNs.
+
+ Args:
+ config: CLI configuration values.
+
+ Returns:
+ Secret ARNs for Anthropic, Slack, and GitHub.
+ """
+ return (
+ config.deployment.secret_anthropic_arn,
+ config.deployment.secret_slack_bot_arn,
+ config.deployment.secret_github_token_arn,
+ )
+
+
+def joined_secret_names(config: CliConfig) -> str:
+ """Return configured secret names as a comma-separated string.
+
+ Args:
+ config: CLI configuration values.
+
+ Returns:
+ Comma-separated secret names.
+ """
+ return ", ".join(secret_names(config))
+
+
+def default_iam_role_names(config: CliConfig) -> tuple[str, str]:
+ """Return default IAM role names for remote deployment.
+
+ Args:
+ config: CLI configuration values.
+
+ Returns:
+ Execution and task role names.
+ """
+ return (
+ f"{config.ecs.project_name}-task-execution",
+ f"{config.ecs.project_name}-task",
+ )
+
+
+def iam_role_targets(config: CliConfig) -> tuple[str, str]:
+ """Return IAM role display targets (ARN when available).
+
+ Args:
+ config: CLI configuration values.
+
+ Returns:
+ Execution and task role targets.
+ """
+ default_execution, default_task = default_iam_role_names(config)
+ return (
+ config.deployment.exec_role_arn or default_execution,
+ config.deployment.task_role_arn or default_task,
+ )
diff --git a/src/sre_agent/cli/mode/remote/aws/ecs/status.py b/src/sre_agent/cli/mode/remote/aws/ecs/status.py
new file mode 100644
index 00000000..9f993a2c
--- /dev/null
+++ b/src/sre_agent/cli/mode/remote/aws/ecs/status.py
@@ -0,0 +1,155 @@
+"""AWS ECS remote deployment status helpers for the CLI."""
+
+from rich.table import Table
+
+from sre_agent.cli.configuration.models import CliConfig
+from sre_agent.cli.mode.remote.aws.ecs.metadata import (
+ STATUS_KEY_ECR_REPOSITORIES,
+ STATUS_KEY_ECS_CLUSTER,
+ STATUS_KEY_IAM_ROLES,
+ STATUS_KEY_LOG_GROUP,
+ STATUS_KEY_PRIVATE_SUBNETS,
+ STATUS_KEY_SECRETS,
+ STATUS_KEY_SECURITY_GROUP,
+ STATUS_KEY_TASK_DEFINITION,
+ STATUS_KEY_VPC,
+ iam_role_targets,
+ joined_secret_names,
+)
+from sre_agent.cli.mode.remote.aws.ecs.steps import ecs_config_from_cli
+from sre_agent.cli.presentation.console import console
+from sre_agent.core.deployments.aws_ecs import check_deployment, create_session
+
+
+def collect_deployment_status(config: CliConfig) -> dict[str, str]:
+ """Collect live deployment status from AWS.
+
+ Args:
+ config: CLI configuration values.
+
+ Returns:
+ Deployment status values keyed by resource name.
+ """
+ ecs_config = ecs_config_from_cli(config)
+ session = create_session(ecs_config)
+ return check_deployment(session, ecs_config)
+
+
+def print_deployment_status_table(config: CliConfig, results: dict[str, str]) -> None:
+ """Print a deployment status table.
+
+ Args:
+ config: CLI configuration values.
+ results: Deployment status values keyed by resource name.
+ """
+ targets = deployment_resource_targets(config)
+ table = Table(title="Deployment resources", show_header=True, header_style="bold cyan")
+ table.add_column("Resource", style="white", no_wrap=True)
+ table.add_column("Name/ID", style="bright_white")
+ table.add_column("Status", style="white", no_wrap=True)
+
+ for name, status in results.items():
+ table.add_row(name, targets.get(name, "-"), style_status(status))
+
+ console.print(table)
+
+
+def is_status_present(status: str) -> bool:
+ """Return true when a resource status is healthy/present.
+
+ Args:
+ status: Resource status string.
+
+ Returns:
+ True when the status indicates a present resource.
+ """
+ return status.startswith("present")
+
+
+def should_block_deploy(results: dict[str, str]) -> bool:
+ """Return true when deploy should be blocked to avoid duplicates.
+
+ Args:
+ results: Deployment status values keyed by resource name.
+
+ Returns:
+ True when existing resources or uncertain statuses are present.
+ """
+ return any(
+ status_indicates_existing_resource(resource, status) for resource, status in results.items()
+ )
+
+
+def status_indicates_existing_resource(resource: str, status: str) -> bool:
+ """Return true when status implies existing/uncertain resources.
+
+ Args:
+ resource: Resource name.
+ status: Resource status string.
+
+ Returns:
+ True when deploy should treat the resource as existing or uncertain.
+ """
+ if status == "not set":
+ return False
+ if status.startswith("missing"):
+ return False
+ if resource == STATUS_KEY_ECS_CLUSTER and status.strip().lower() == "status inactive":
+ return False
+ return (
+ status.startswith("present") or status.startswith("status ") or status.startswith("error")
+ )
+
+
+def deployment_resource_targets(config: CliConfig) -> dict[str, str]:
+ """Return display names and IDs for deployment resources.
+
+ Args:
+ config: CLI configuration values.
+
+ Returns:
+ Display labels keyed by resource name.
+ """
+ task_definition_name = config.ecs.task_family
+ if config.deployment.task_definition_arn:
+ task_definition_name = f"{config.ecs.task_family} ({config.deployment.task_definition_arn})"
+
+ iam_targets = iam_role_targets(config)
+ ecr_targets = [config.deployment.ecr_sre_agent_uri or config.ecs.ecr_repo_sre_agent]
+ cluster_target = config.ecs.cluster_name
+ if config.deployment.cluster_arn:
+ cluster_target = f"{config.ecs.cluster_name} ({config.deployment.cluster_arn})"
+
+ return {
+ STATUS_KEY_VPC: config.deployment.vpc_id or "not set",
+ STATUS_KEY_PRIVATE_SUBNETS: ", ".join(config.deployment.private_subnet_ids) or "not set",
+ STATUS_KEY_SECURITY_GROUP: config.deployment.security_group_id or "not set",
+ STATUS_KEY_SECRETS: joined_secret_names(config),
+ STATUS_KEY_IAM_ROLES: ", ".join(iam_targets),
+ STATUS_KEY_ECR_REPOSITORIES: ", ".join(ecr_targets),
+ STATUS_KEY_LOG_GROUP: config.ecs.log_group_name,
+ STATUS_KEY_TASK_DEFINITION: task_definition_name,
+ STATUS_KEY_ECS_CLUSTER: cluster_target,
+ }
+
+
+def style_status(status: str) -> str:
+ """Return colourised status text for terminal output.
+
+ Args:
+ status: Resource status string.
+
+ Returns:
+ Rich-marked status text.
+ """
+ if status.startswith("present"):
+ return f"[green]{status}[/green]"
+ if status == "not set":
+ return "[yellow]not set[/yellow]"
+ if status.startswith("missing"):
+ return f"[red]{status}[/red]"
+ if status.startswith("error"):
+ return f"[red]{status}[/red]"
+ if status.startswith("status "):
+ return f"[yellow]{status}[/yellow]"
+ return status
diff --git a/src/sre_agent/cli/mode/remote/aws/ecs/steps.py b/src/sre_agent/cli/mode/remote/aws/ecs/steps.py
new file mode 100644
index 00000000..f9ad0d65
--- /dev/null
+++ b/src/sre_agent/cli/mode/remote/aws/ecs/steps.py
@@ -0,0 +1,689 @@
+"""AWS ECS remote deployment step helpers for the CLI."""
+
+from datetime import UTC, datetime
+
+import questionary
+from boto3.session import Session
+
+from sre_agent.cli.configuration.models import CliConfig
+from sre_agent.cli.configuration.store import save_config
+from sre_agent.cli.env import load_env_values
+from sre_agent.cli.mode.paths import project_root
+from sre_agent.cli.mode.remote.aws.ecs.metadata import (
+ default_iam_role_names,
+ joined_secret_names,
+ secret_arns,
+)
+from sre_agent.cli.presentation.console import console
+from sre_agent.core.deployments.aws_ecs import (
+ EcsDeploymentConfig,
+ ImageBuildConfig,
+ NetworkSelection,
+ SecurityGroupInfo,
+ build_and_push_images,
+ create_basic_vpc,
+ create_secret,
+ create_security_group,
+ create_session,
+ ensure_cluster,
+ ensure_repository,
+ ensure_roles,
+ ensure_service_linked_role,
+ get_secret_info,
+ register_task_definition,
+ restore_secret,
+ run_task,
+)
+from sre_agent.core.deployments.aws_ecs import (
+ wait_for_task_completion as wait_for_ecs_task_completion,
+)
+
+
+def ecs_config_from_cli(config: CliConfig) -> EcsDeploymentConfig:
+ """Build an ECS deployment config from CLI config.
+
+ Args:
+ config: CLI configuration values.
+
+ Returns:
+ The ECS deployment configuration.
+ """
+ return EcsDeploymentConfig(
+ aws_region=config.aws.region,
+ aws_profile=config.aws.profile,
+ project_name=config.ecs.project_name,
+ cluster_name=config.ecs.cluster_name,
+ task_family=config.ecs.task_family,
+ task_cpu=config.ecs.task_cpu,
+ task_memory=config.ecs.task_memory,
+ task_cpu_architecture=config.ecs.task_cpu_architecture,
+ image_tag=config.ecs.image_tag,
+ vpc_id=config.deployment.vpc_id,
+ private_subnet_ids=config.deployment.private_subnet_ids,
+ security_group_id=config.deployment.security_group_id,
+ ecr_repo_sre_agent=config.ecs.ecr_repo_sre_agent,
+ ecr_repo_slack_mcp=config.ecs.ecr_repo_slack_mcp,
+ secret_anthropic_name=config.ecs.secret_anthropic_name,
+ secret_slack_bot_name=config.ecs.secret_slack_bot_name,
+ secret_github_token_name=config.ecs.secret_github_token_name,
+ secret_anthropic_arn=config.deployment.secret_anthropic_arn,
+ secret_slack_bot_arn=config.deployment.secret_slack_bot_arn,
+ secret_github_token_arn=config.deployment.secret_github_token_arn,
+ exec_role_arn=config.deployment.exec_role_arn,
+ task_role_arn=config.deployment.task_role_arn,
+ ecr_sre_agent_uri=config.deployment.ecr_sre_agent_uri,
+ task_definition_arn=config.deployment.task_definition_arn,
+ cluster_arn=config.deployment.cluster_arn,
+ model=config.integrations.model,
+ slack_channel_id=config.integrations.slack_channel_id,
+ github_mcp_url=config.integrations.github_mcp_url,
+ log_group_name=config.ecs.log_group_name,
+ slack_mcp_host=config.ecs.slack_mcp_host,
+ slack_mcp_port=config.ecs.slack_mcp_port,
+ )
+
+
+def run_network_step(config: CliConfig, ecs_config: EcsDeploymentConfig) -> CliConfig | None:
+ """Run the VPC selection step.
+
+ Args:
+ config: CLI configuration values.
+ ecs_config: ECS deployment configuration.
+
+ Returns:
+ The updated configuration, or None if cancelled.
+ """
+ console.print("[cyan]Starting ECS network setup...[/cyan]")
+ console.print("[dim]This will create a new VPC, private subnet, and NAT gateway.[/dim]")
+ session = create_session(ecs_config)
+ report_step("Creating a new VPC with a private subnet and NAT gateway")
+ network = create_basic_vpc(session, ecs_config.project_name, report_step)
+ return _update_config_with_network(config, network)
+
+
+def run_security_group_step(config: CliConfig, ecs_config: EcsDeploymentConfig) -> CliConfig | None:
+ """Create a security group.
+
+ Args:
+ config: CLI configuration values.
+ ecs_config: ECS deployment configuration.
+
+ Returns:
+ The updated configuration, or None if cancelled.
+ """
+ if not config.deployment.vpc_id:
+ console.print("[yellow]No VPC selected yet. Run network setup first.[/yellow]")
+ return None
+
+ console.print("[cyan]Setting up security group...[/cyan]")
+ console.print("[dim]This will create a dedicated security group for ECS tasks.[/dim]")
+ session = create_session(ecs_config)
+ report_step("Creating a new security group for ECS tasks")
+ suffix = datetime.now(UTC).strftime("%Y%m%d-%H%M%S")
+ name = f"{ecs_config.project_name}-tasks-{suffix}"
+ description = "Security group for SRE Agent ECS tasks"
+ group = create_security_group(session, config.deployment.vpc_id, name, description)
+ return _update_config_with_security_group(config, group)
+
+
+def run_secrets_step(config: CliConfig, ecs_config: EcsDeploymentConfig) -> CliConfig | None:
+ """Create Secrets Manager entries for API keys.
+
+ Args:
+ config: CLI configuration values.
+ ecs_config: ECS deployment configuration.
+
+ Returns:
+ The updated configuration, or None if cancelled.
+ """
+ console.print("[cyan]Setting up Secrets Manager...[/cyan]")
+ console.print("[dim]This stores API keys securely for ECS tasks.[/dim]")
+ session = create_session(ecs_config)
+ env_values = load_env_values()
+
+ anthropic_arn = _ensure_secret(
+ session,
+ config.ecs.secret_anthropic_name,
+ "Anthropic API key",
+ config.deployment.secret_anthropic_arn,
+ env_values.get("ANTHROPIC_API_KEY"),
+ )
+ if anthropic_arn is None:
+ return None
+
+ slack_arn = _ensure_secret(
+ session,
+ config.ecs.secret_slack_bot_name,
+ "Slack bot token",
+ config.deployment.secret_slack_bot_arn,
+ env_values.get("SLACK_BOT_TOKEN"),
+ )
+ if slack_arn is None:
+ return None
+
+ github_arn = _ensure_secret(
+ session,
+ config.ecs.secret_github_token_name,
+ "GitHub token",
+ config.deployment.secret_github_token_arn,
+ env_values.get("GITHUB_PERSONAL_ACCESS_TOKEN"),
+ )
+ if github_arn is None:
+ return None
+
+ return _update_config_with_secrets(config, anthropic_arn, slack_arn, github_arn)
+
+
+def run_iam_step(config: CliConfig, ecs_config: EcsDeploymentConfig) -> CliConfig | None:
+ """Create IAM roles for ECS tasks.
+
+ Args:
+ config: CLI configuration values.
+ ecs_config: ECS deployment configuration.
+
+ Returns:
+ The updated configuration, or None if cancelled.
+ """
+ console.print("[cyan]Setting up IAM roles...[/cyan]")
+ console.print("[dim]This grants ECS tasks access to logs and secrets.[/dim]")
+
+ configured_secret_arns = secret_arns(config)
+ if any(secret is None for secret in configured_secret_arns):
+ console.print("[yellow]Secrets are missing. Run the secrets step first.[/yellow]")
+ return None
+
+ session = create_session(ecs_config)
+ exec_role_arn, task_role_arn = ensure_roles(
+ session,
+ config.ecs.project_name,
+ config.aws.region,
+ [secret for secret in configured_secret_arns if secret],
+ report_step,
+ )
+ return _update_config_with_roles(config, exec_role_arn, task_role_arn)
+
+
+def run_ecr_step(config: CliConfig, ecs_config: EcsDeploymentConfig) -> CliConfig | None:
+ """Create ECR repositories for images.
+
+ Args:
+ config: CLI configuration values.
+ ecs_config: ECS deployment configuration.
+
+ Returns:
+ The updated configuration, or None if cancelled.
+ """
+ console.print("[cyan]Setting up ECR repositories...[/cyan]")
+ console.print("[dim]This stores the sre-agent container image for ECS.[/dim]")
+ session = create_session(ecs_config)
+
+ report_step("Ensuring sre-agent repository")
+ sre_agent_uri = ensure_repository(session, config.ecs.ecr_repo_sre_agent)
+ return _update_config_with_ecr(config, sre_agent_uri)
+
+
+def run_build_push_step(config: CliConfig, ecs_config: EcsDeploymentConfig) -> CliConfig | None:
+ """Build and push container images.
+
+ Args:
+ config: CLI configuration values.
+ ecs_config: ECS deployment configuration.
+
+ Returns:
+ The updated configuration, or None if cancelled.
+ """
+ console.print("[cyan]Building and pushing images...[/cyan]")
+ console.print("[dim]This builds the agent image and uses Slack MCP from GHCR.[/dim]")
+ if not config.deployment.ecr_sre_agent_uri:
+ console.print("[yellow]ECR repository is missing. Run the ECR step first.[/yellow]")
+ return None
+
+ session = create_session(ecs_config)
+ image_config = ImageBuildConfig(
+ sre_agent_uri=config.deployment.ecr_sre_agent_uri,
+ image_tag=config.ecs.image_tag,
+ )
+ task_cpu_architecture = build_and_push_images(
+ session,
+ project_root(),
+ image_config,
+ report_step,
+ )
+ if config.ecs.task_cpu_architecture != task_cpu_architecture:
+ config.ecs.task_cpu_architecture = task_cpu_architecture
+ _save_config_and_report(
+ config,
+ f"Saved task CPU architecture ({task_cpu_architecture}) to {{path}}",
+ )
+ return config
+
+
+def run_task_definition_step(
+ config: CliConfig, _ecs_config: EcsDeploymentConfig
+) -> CliConfig | None:
+ """Register the ECS task definition.
+
+ Args:
+ config: CLI configuration values.
+ _ecs_config: ECS deployment configuration.
+
+ Returns:
+ The updated configuration, or None if cancelled.
+ """
+ console.print("[cyan]Registering ECS task definition...[/cyan]")
+ console.print("[dim]This defines how the ECS task runs the agent and Slack MCP.[/dim]")
+
+ existing_channel = config.integrations.slack_channel_id
+ slack_channel_id = (existing_channel or "").strip()
+ if not slack_channel_id:
+ user_input = questionary.text("Slack channel ID:").ask()
+ slack_channel_id = (user_input or "").strip()
+ if not slack_channel_id:
+ console.print("[yellow]Slack channel ID is required.[/yellow]")
+ return None
+
+ if existing_channel != slack_channel_id:
+ config.integrations.slack_channel_id = slack_channel_id
+ _save_config_and_report(config, "Saved Slack channel ID to {path}")
+
+ updated_ecs_config = ecs_config_from_cli(config)
+ session = create_session(updated_ecs_config)
+ task_definition_arn = register_task_definition(session, updated_ecs_config, report_step)
+ return _update_config_with_task_definition(config, task_definition_arn)
+
+
+def run_cluster_step(config: CliConfig, ecs_config: EcsDeploymentConfig) -> CliConfig | None:
+ """Ensure the ECS cluster exists.
+
+ Args:
+ config: CLI configuration values.
+ ecs_config: ECS deployment configuration.
+
+ Returns:
+ The updated configuration, or None if cancelled.
+ """
+ console.print("[cyan]Ensuring ECS cluster...[/cyan]")
+ console.print("[dim]This creates the ECS cluster if it does not exist.[/dim]")
+ session = create_session(ecs_config)
+ cluster_arn = ensure_cluster(session, config.ecs.cluster_name)
+ return _update_config_with_cluster(config, cluster_arn)
+
+
+def run_task_step(config: CliConfig, _ecs_config: EcsDeploymentConfig) -> None:
+ """Show next-step guidance after deployment.
+
+ Args:
+ config: CLI configuration values.
+ _ecs_config: ECS deployment configuration.
+ """
+ if not config.deployment.task_definition_arn:
+ console.print("[yellow]Task definition is missing. Register it first.[/yellow]")
+ return
+ if not config.deployment.private_subnet_ids or not config.deployment.security_group_id:
+ console.print("[yellow]Network configuration is missing.[/yellow]")
+ return
+
+ console.print(
+ "[dim]Deployment is ready. Use 'Run diagnosis job' to trigger a one-off run "
+ "when needed.[/dim]"
+ )
+
+
+def start_one_off_task(
+ config: CliConfig,
+ ecs_config: EcsDeploymentConfig,
+ container_overrides: list[dict[str, str | list[dict[str, str]]]] | None = None,
+) -> tuple[Session, str]:
+ """Start a one-off ECS task.
+
+ Args:
+ config: CLI configuration values.
+ ecs_config: ECS deployment configuration.
+ container_overrides: Optional ECS container overrides.
+
+ Returns:
+ The active session and started task ARN.
+ """
+ if not config.deployment.task_definition_arn or not config.deployment.security_group_id:
+ raise RuntimeError("Task definition and security group must be configured first.")
+
+ console.print("[cyan]Running ECS task...[/cyan]")
+ session = create_session(ecs_config)
+ ensure_service_linked_role(session, report_step)
+ task_arn = run_task(
+ session,
+ ecs_config,
+ container_overrides,
+ )
+ console.print(f"[green]Task started: {task_arn}[/green]")
+ return session, task_arn
+
+
+def wait_for_task_completion(session: Session, cluster_name: str, task_arn: str) -> None:
+ """Wait for task completion and report outcome.
+
+ Args:
+ session: Session wrapper used by AWS ECS helpers.
+ cluster_name: ECS cluster name.
+ task_arn: Running task ARN.
+ """
+ console.print("[cyan]Waiting for diagnosis task to complete...[/cyan]")
+ completed, message = wait_for_ecs_task_completion(session, cluster_name, task_arn)
+ if completed:
+ console.print(f"[green]{message}[/green]")
+ return
+ console.print(f"[yellow]Diagnosis task failed: {message}[/yellow]")
+
+
+def prompt_diagnosis_inputs() -> tuple[str, str, int] | None:
+ """Prompt for one-off diagnosis input values.
+
+ Returns:
+ Cleaned service/log/time-range values, or None when cancelled/invalid.
+ """
+ service_name = (questionary.text("Service name:").ask() or "").strip()
+ if not service_name:
+ console.print("[yellow]Service name is required.[/yellow]")
+ return None
+
+ log_group = (questionary.text("CloudWatch log group:").ask() or "").strip()
+ if not log_group:
+ console.print("[yellow]CloudWatch log group is required.[/yellow]")
+ return None
+
+ raw_minutes = (questionary.text("Time range minutes:", default="10").ask() or "").strip()
+ if not raw_minutes:
+ console.print("[yellow]Time range minutes is required.[/yellow]")
+ return None
+ try:
+ time_range_minutes = int(raw_minutes)
+ except ValueError:
+ console.print("[yellow]Time range minutes must be an integer.[/yellow]")
+ return None
+ if time_range_minutes <= 0:
+ console.print("[yellow]Time range minutes must be greater than 0.[/yellow]")
+ return None
+ return service_name, log_group, time_range_minutes
+
+
+def build_container_overrides(
+ service_name: str,
+ log_group: str,
+ time_range_minutes: int,
+) -> list[dict[str, str | list[dict[str, str]]]]:
+ """Build container overrides for a diagnosis job run.
+
+ Args:
+ service_name: Target service name for diagnosis.
+ log_group: CloudWatch log group name.
+ time_range_minutes: Diagnosis window in minutes.
+
+ Returns:
+ ECS container overrides payload.
+ """
+ return [
+ {
+ "name": "sre-agent",
+ "environment": [
+ {"name": "SERVICE_NAME", "value": service_name},
+ {"name": "LOG_GROUP", "value": log_group},
+ {"name": "TIME_RANGE_MINUTES", "value": str(time_range_minutes)},
+ ],
+ }
+ ]
+
+
+def print_cleanup_summary(config: CliConfig) -> None:
+ """Print a summary of resources to be cleaned up.
+
+ Args:
+ config: CLI configuration values.
+ """
+ private_subnets = ", ".join(config.deployment.private_subnet_ids) or "not set"
+ console.print("[bold]Resources to clean up:[/bold]")
+ console.print(f"- VPC: {config.deployment.vpc_id or 'not set'}")
+ console.print(f"- Private subnets: {private_subnets}")
+ console.print(f"- Security group: {config.deployment.security_group_id or 'not set'}")
+ console.print(f"- ECS cluster: {config.ecs.cluster_name}")
+ console.print(f"- Task definition: {config.deployment.task_definition_arn or 'not set'}")
+ console.print(f"- ECR repo: {config.ecs.ecr_repo_sre_agent}")
+ console.print(f"- Legacy Slack ECR repo (if present): {config.ecs.ecr_repo_slack_mcp}")
+ console.print(f"- Log group: {config.ecs.log_group_name}")
+ console.print(f"- Secrets: {joined_secret_names(config)}")
+ iam_execution_role, iam_task_role = default_iam_role_names(config)
+ iam_roles = f"{iam_execution_role}, {iam_task_role}"
+ console.print(f"- IAM roles: {iam_roles}")
+
+
+def print_deployment_summary(config: CliConfig) -> None:
+ """Print a summary of resources that will be created.
+
+ Args:
+ config: CLI configuration values.
+ """
+ console.print("[bold]Deployment plan:[/bold]")
+ console.print("- Create a new VPC with one public and one private subnet")
+ console.print("- Create an internet gateway, NAT gateway, and route tables")
+ console.print("- Create a dedicated security group for ECS tasks")
+ console.print(f"- Store secrets in Secrets Manager ({joined_secret_names(config)})")
+ iam_execution_role, iam_task_role = default_iam_role_names(config)
+ iam_roles = f"{iam_execution_role} and {iam_task_role}"
+ console.print(f"- Create IAM roles: {iam_roles}")
+ console.print(f"- Create ECR repository: {config.ecs.ecr_repo_sre_agent}")
+ console.print("- Build and push the sre-agent container image")
+ console.print("- Use Slack MCP image directly from GHCR")
+ console.print(f"- Register ECS task definition: {config.ecs.task_family}")
+ console.print(f"- Ensure ECS cluster: {config.ecs.cluster_name}")
+ console.print("- Optionally run a one-off diagnosis job")
+
+
+def reset_cleanup_state(config: CliConfig) -> None:
+ """Clear deployment state after clean up.
+
+ Args:
+ config: CLI configuration values.
+ """
+ config.deployment.vpc_id = None
+ config.deployment.private_subnet_ids = []
+ config.deployment.security_group_id = None
+ config.deployment.secret_anthropic_arn = None
+ config.deployment.secret_slack_bot_arn = None
+ config.deployment.secret_github_token_arn = None
+ config.deployment.exec_role_arn = None
+ config.deployment.task_role_arn = None
+ config.deployment.ecr_sre_agent_uri = None
+ config.deployment.task_definition_arn = None
+ config.deployment.cluster_arn = None
+
+ _save_config_and_report(config, "Cleared deployment state in {path}")
+
+
+def report_step(message: str) -> None:
+ """Report deployment progress to the user.
+
+ Args:
+ message: Progress message to display.
+ """
+ console.print(f"[bold cyan]•[/bold cyan] {message}")
+
+
+def _ensure_secret(
+ session: Session,
+ name: str,
+ label: str,
+ existing_arn: str | None,
+ configured_value: str | None,
+) -> str | None:
+ """Ensure a secret exists and return its ARN.
+
+ Args:
+ session: Boto3 session wrapper for AWS calls.
+ name: Secret name to use.
+ label: Human-readable label for prompts.
+ existing_arn: Existing ARN if already stored.
+ configured_value: Value from local configuration.
+
+ Returns:
+ The secret ARN, or None if creation failed.
+ """
+ info = get_secret_info(session, name)
+ if info and info.scheduled_for_deletion:
+ report_step(f"Secret {name} is scheduled for deletion. Restoring it")
+ arn = restore_secret(session, name)
+ report_step(f"Restored secret for {label}")
+ return arn
+
+ if info:
+ if existing_arn and existing_arn == info.arn:
+ report_step(f"Using saved secret ARN for {label}")
+ elif existing_arn and existing_arn != info.arn:
+ report_step(f"Saved secret ARN for {label} is stale. Using current secret")
+ else:
+ report_step(f"Found existing secret for {label}")
+ return info.arn
+
+ if existing_arn:
+ report_step(f"Saved secret ARN for {label} was not found. Recreating secret")
+
+ value = (configured_value or "").strip()
+ if value:
+ report_step(f"Creating secret {name} from configured {label}")
+ return create_secret(session, name, value)
+
+ value = questionary.password(f"Enter {label}:").ask()
+ if not value:
+ console.print("[yellow]Secret value is required.[/yellow]")
+ return None
+
+ report_step(f"Creating secret {name}")
+ return create_secret(session, name, value)
+
+
+def _update_config_with_secrets(
+ config: CliConfig,
+ anthropic_arn: str,
+ slack_arn: str,
+ github_arn: str,
+) -> CliConfig:
+ """Persist secret ARNs to config.
+
+ Args:
+ config: CLI configuration values.
+ anthropic_arn: Anthropic secret ARN.
+ slack_arn: Slack bot token secret ARN.
+ github_arn: GitHub token secret ARN.
+
+ Returns:
+ The updated configuration.
+ """
+ config.deployment.secret_anthropic_arn = anthropic_arn
+ config.deployment.secret_slack_bot_arn = slack_arn
+ config.deployment.secret_github_token_arn = github_arn
+ return _save_config_and_report(config, "Saved secrets configuration to {path}")
+
+
+def _update_config_with_roles(
+ config: CliConfig,
+ exec_role_arn: str,
+ task_role_arn: str,
+) -> CliConfig:
+ """Persist role ARNs to config.
+
+ Args:
+ config: CLI configuration values.
+ exec_role_arn: Execution role ARN.
+ task_role_arn: Task role ARN.
+
+ Returns:
+ The updated configuration.
+ """
+ config.deployment.exec_role_arn = exec_role_arn
+ config.deployment.task_role_arn = task_role_arn
+ return _save_config_and_report(config, "Saved IAM role configuration to {path}")
+
+
+def _update_config_with_ecr(config: CliConfig, sre_agent_uri: str) -> CliConfig:
+ """Persist ECR repository URI to config.
+
+ Args:
+ config: CLI configuration values.
+ sre_agent_uri: SRE agent repository URI.
+
+ Returns:
+ The updated configuration.
+ """
+ config.deployment.ecr_sre_agent_uri = sre_agent_uri
+ return _save_config_and_report(config, "Saved ECR repository configuration to {path}")
+
+
+def _update_config_with_task_definition(config: CliConfig, task_definition_arn: str) -> CliConfig:
+ """Persist task definition ARN to config.
+
+ Args:
+ config: CLI configuration values.
+ task_definition_arn: Task definition ARN.
+
+ Returns:
+ The updated configuration.
+ """
+ config.deployment.task_definition_arn = task_definition_arn
+ return _save_config_and_report(config, "Saved task definition to {path}")
+
+
+def _update_config_with_cluster(config: CliConfig, cluster_arn: str) -> CliConfig:
+ """Persist cluster ARN to config.
+
+ Args:
+ config: CLI configuration values.
+ cluster_arn: Cluster ARN.
+
+ Returns:
+ The updated configuration.
+ """
+ config.deployment.cluster_arn = cluster_arn
+ return _save_config_and_report(config, "Saved cluster configuration to {path}")
+
+
+def _update_config_with_network(config: CliConfig, network: NetworkSelection) -> CliConfig:
+ """Persist network selection to config.
+
+ Args:
+ config: CLI configuration values.
+ network: Selected network configuration.
+
+ Returns:
+ The updated configuration.
+ """
+ config.deployment.vpc_id = network.vpc_id
+ config.deployment.private_subnet_ids = network.private_subnet_ids
+ return _save_config_and_report(config, "Saved network configuration to {path}")
+
+
+def _update_config_with_security_group(config: CliConfig, group: SecurityGroupInfo) -> CliConfig:
+ """Persist security group selection to config.
+
+ Args:
+ config: CLI configuration values.
+ group: Security group result.
+
+ Returns:
+ The updated configuration.
+ """
+ config.deployment.security_group_id = group.group_id
+ return _save_config_and_report(config, "Saved security group to {path}")
+
+
+def _save_config_and_report(config: CliConfig, message_template: str) -> CliConfig:
+ """Save CLI config and print a formatted success message.
+
+ Args:
+ config: CLI configuration values.
+ message_template: Message template containing `{path}` placeholder.
+
+ Returns:
+ The saved configuration.
+ """
+ path = save_config(config)
+ message = message_template.format(path=path)
+ console.print(f"[green]{message}[/green]")
+ return config
diff --git a/src/sre_agent/cli/mode/remote/menu.py b/src/sre_agent/cli/mode/remote/menu.py
new file mode 100644
index 00000000..e9e6af27
--- /dev/null
+++ b/src/sre_agent/cli/mode/remote/menu.py
@@ -0,0 +1,21 @@
+"""Remote deployment mode for the CLI."""
+
+import questionary
+
+from sre_agent.cli.mode.remote.aws.ecs.menu import run_aws_ecs_mode
+
+
+def run_remote_mode() -> None:
+ """Run the remote deployment actions."""
+ target = questionary.select(
+ "Remote Deployment:",
+ choices=[
+ "AWS ECS",
+ "Back",
+ ],
+ ).ask()
+
+ if target in (None, "Back"):
+ return
+ if target == "AWS ECS":
+ run_aws_ecs_mode()
diff --git a/src/sre_agent/cli/presentation/__init__.py b/src/sre_agent/cli/presentation/__init__.py
new file mode 100644
index 00000000..1b758658
--- /dev/null
+++ b/src/sre_agent/cli/presentation/__init__.py
@@ -0,0 +1 @@
+"""CLI presentation helpers."""
diff --git a/src/sre_agent/cli/presentation/ascii_art.py b/src/sre_agent/cli/presentation/ascii_art.py
new file mode 100644
index 00000000..f9a179d4
--- /dev/null
+++ b/src/sre_agent/cli/presentation/ascii_art.py
@@ -0,0 +1,17 @@
+"""ASCII art for the CLI."""
+
+
+def get_ascii_art() -> str:
+ """Return the SRE Agent ASCII art.
+
+ Returns:
+ The ASCII art string.
+ """
+ return """
+███████╗██████╗ ███████╗ █████╗ ██████╗ ███████╗███╗ ██╗████████╗
+██╔════╝██╔══██╗██╔════╝ ██╔══██╗██╔════╝ ██╔════╝████╗ ██║╚══██╔══╝
+███████╗██████╔╝█████╗ ███████║██║ ███╗█████╗ ██╔██╗ ██║ ██║
+╚════██║██╔══██╗██╔══╝ ██╔══██║██║ ██║██╔══╝ ██║╚██╗██║ ██║
+███████║██║ ██║███████╗ ██║ ██║╚██████╔╝███████╗██║ ╚████║ ██║
+╚══════╝╚═╝ ╚═╝╚══════╝ ╚═╝ ╚═╝ ╚═════╝ ╚══════╝╚═╝ ╚═══╝ ╚═╝
+"""
diff --git a/src/sre_agent/cli/presentation/banner.py b/src/sre_agent/cli/presentation/banner.py
new file mode 100644
index 00000000..0d93da75
--- /dev/null
+++ b/src/sre_agent/cli/presentation/banner.py
@@ -0,0 +1,54 @@
+"""CLI banner rendering."""
+
+from importlib.metadata import PackageNotFoundError, version
+
+from rich.console import Group
+from rich.panel import Panel
+from rich.text import Text
+
+from sre_agent.cli.presentation.ascii_art import get_ascii_art
+from sre_agent.cli.presentation.console import console
+
+
+def print_global_banner() -> None:
+ """Print the main CLI banner."""
+ ascii_art = get_ascii_art().strip("\n")
+ banner_text = Text()
+ colours = ["orange1", "dark_orange", "orange3", "orange1"]
+ banner_text.append("\n")
+ for index, line in enumerate(ascii_art.splitlines()):
+ if not line.strip():
+ banner_text.append("\n")
+ continue
+ banner_text.append(f"{line}\n", style=colours[index % len(colours)])
+
+ banner_text.append(
+ "\nYour AI-powered Site Reliability Engineering assistant\n",
+ style="bright_white",
+ )
+ banner_text.append("Diagnose • Monitor • Debug • Scale\n", style="dim white")
+ banner_text.append("\n")
+
+ footer_text = Text(justify="right")
+ footer_text.append(f"v{_get_version()}\n", style="orange1")
+ footer_text.append("Made by Fuzzy Labs", style="dim white")
+ console.print(
+ Panel(
+ Group(banner_text, footer_text),
+ title="Welcome to SRE Agent",
+ border_style="cyan",
+ expand=True,
+ )
+ )
+
+
+def _get_version() -> str:
+ """Return the CLI version.
+
+ Returns:
+ The CLI version string.
+ """
+ try:
+ return version("sre-agent")
+ except PackageNotFoundError:
+ return "0.2.0"
diff --git a/src/sre_agent/cli/presentation/console.py b/src/sre_agent/cli/presentation/console.py
new file mode 100644
index 00000000..96527c8f
--- /dev/null
+++ b/src/sre_agent/cli/presentation/console.py
@@ -0,0 +1,5 @@
+"""Shared Rich console for the CLI."""
+
+from rich.console import Console
+
+console = Console()
diff --git a/src/sre_agent/cli/presentation/styles.py b/src/sre_agent/cli/presentation/styles.py
new file mode 100644
index 00000000..3376dcb6
--- /dev/null
+++ b/src/sre_agent/cli/presentation/styles.py
@@ -0,0 +1,28 @@
+"""Questionary styles for the CLI."""
+
+import questionary
+import questionary.constants as questionary_constants
+import questionary.styles as questionary_styles
+
+QUESTIONARY_STYLE = questionary.Style(
+ [
+ ("qmark", "fg:#5f819d"),
+ ("question", "fg:#e0e0e0 bold"),
+ ("answer", "fg:#FF9D00 bold"),
+ ("search_success", "noinherit fg:#00FF00 bold"),
+ ("search_none", "noinherit fg:#FF0000 bold"),
+ ("pointer", "fg:#e0e0e0"),
+ ("highlighted", "fg:#f2f2f2"),
+ ("selected", "fg:#e0e0e0"),
+ ("separator", "fg:#e0e0e0"),
+ ("instruction", "fg:#e0e0e0"),
+ ("text", "fg:#e0e0e0"),
+ ("disabled", "fg:#bdbdbd italic"),
+ ]
+)
+
+
+def apply_questionary_style() -> None:
+ """Apply the default Questionary style for CLI prompts."""
+ questionary_constants.DEFAULT_STYLE = QUESTIONARY_STYLE
+ setattr(questionary_styles, "DEFAULT_STYLE", QUESTIONARY_STYLE)
diff --git a/src/sre_agent/config/__init__.py b/src/sre_agent/config/__init__.py
new file mode 100644
index 00000000..a5d9d82f
--- /dev/null
+++ b/src/sre_agent/config/__init__.py
@@ -0,0 +1 @@
+"""Shared configuration helpers."""
diff --git a/src/sre_agent/config/paths.py b/src/sre_agent/config/paths.py
new file mode 100644
index 00000000..4ba4f21a
--- /dev/null
+++ b/src/sre_agent/config/paths.py
@@ -0,0 +1,36 @@
+"""Shared filesystem paths for user configuration."""
+
+from pathlib import Path
+
+from platformdirs import user_config_dir
+
+APP_NAME = "sre-agent"
+CLI_CONFIG_FILENAME = "config.json"
+ENV_FILENAME = ".env"
+
+
+def config_dir() -> Path:
+ """Return the user configuration directory.
+
+ Returns:
+ The user configuration directory path.
+ """
+ return Path(user_config_dir(APP_NAME))
+
+
+def cli_config_path() -> Path:
+ """Return the CLI configuration file path.
+
+ Returns:
+ The CLI configuration file path.
+ """
+ return config_dir() / CLI_CONFIG_FILENAME
+
+
+def env_path() -> Path:
+ """Return the user env file path.
+
+ Returns:
+ The user env file path.
+ """
+ return config_dir() / ENV_FILENAME
diff --git a/src/sre_agent/core/__init__.py b/src/sre_agent/core/__init__.py
new file mode 100644
index 00000000..3534df48
--- /dev/null
+++ b/src/sre_agent/core/__init__.py
@@ -0,0 +1,15 @@
+"""SRE Agent core modules."""
+
+from sre_agent.core.agent import create_sre_agent, diagnose_error
+from sre_agent.core.models import ErrorDiagnosis, LogEntry, LogQueryResult
+from sre_agent.core.settings import AgentSettings, get_settings
+
+__all__ = [
+ "create_sre_agent",
+ "diagnose_error",
+ "AgentSettings",
+ "get_settings",
+ "ErrorDiagnosis",
+ "LogEntry",
+ "LogQueryResult",
+]
diff --git a/src/sre_agent/core/agent.py b/src/sre_agent/core/agent.py
new file mode 100644
index 00000000..78df3cf4
--- /dev/null
+++ b/src/sre_agent/core/agent.py
@@ -0,0 +1,65 @@
+"""SRE Agent using pydantic-ai."""
+
+from pydantic_ai import Agent
+
+from sre_agent.core.models import ErrorDiagnosis
+from sre_agent.core.prompts import SYSTEM_PROMPT, build_diagnosis_prompt
+from sre_agent.core.settings import AgentSettings, get_settings
+from sre_agent.core.tools import (
+ create_cloudwatch_toolset,
+ create_github_mcp_toolset,
+ create_slack_mcp_toolset,
+)
+
+
+def create_sre_agent(config: AgentSettings | None = None) -> Agent[None, ErrorDiagnosis]:
+ """Create the SRE Agent with all toolsets configured.
+
+ Args:
+ config: Optional AgentSettings. If not provided, loads from environment.
+
+ Returns:
+ Configured pydantic-ai Agent with structured output.
+ """
+ if config is None:
+ config = get_settings()
+
+ toolsets = [
+ create_cloudwatch_toolset(config),
+ create_github_mcp_toolset(config),
+ create_slack_mcp_toolset(config),
+ ]
+
+ return Agent(
+ config.model,
+ system_prompt=SYSTEM_PROMPT,
+ output_type=ErrorDiagnosis,
+ toolsets=toolsets,
+ )
+
+
+async def diagnose_error(
+ log_group: str,
+ service_name: str,
+ time_range_minutes: int = 10,
+ config: AgentSettings | None = None,
+) -> ErrorDiagnosis:
+ """Run a diagnosis for errors in a specific log group.
+
+ Args:
+ log_group: CloudWatch log group to analyse.
+ service_name: Service name to filter.
+ time_range_minutes: How far back to look for errors.
+ config: Optional agent configuration.
+
+ Returns:
+ ErrorDiagnosis with findings and suggested fixes.
+ """
+ if config is None:
+ config = get_settings()
+
+ agent = create_sre_agent(config)
+ prompt = build_diagnosis_prompt(config, log_group, service_name, time_range_minutes)
+
+ result = await agent.run(prompt)
+ return result.output
diff --git a/src/sre_agent/core/deployments/__init__.py b/src/sre_agent/core/deployments/__init__.py
new file mode 100644
index 00000000..9a31d0c5
--- /dev/null
+++ b/src/sre_agent/core/deployments/__init__.py
@@ -0,0 +1,43 @@
+"""Deployment helpers for the SRE Agent."""
+
+from sre_agent.core.deployments.aws_ecs import (
+ EcsDeploymentConfig,
+ ImageBuildConfig,
+ NetworkSelection,
+ SecurityGroupInfo,
+ build_and_push_images,
+ check_deployment,
+ cleanup_resources,
+ create_basic_vpc,
+ create_secret,
+ create_security_group,
+ create_session,
+ ensure_cluster,
+ ensure_repository,
+ ensure_roles,
+ ensure_service_linked_role,
+ get_identity,
+ register_task_definition,
+ run_task,
+)
+
+__all__ = [
+ "EcsDeploymentConfig",
+ "ImageBuildConfig",
+ "NetworkSelection",
+ "SecurityGroupInfo",
+ "build_and_push_images",
+ "check_deployment",
+ "cleanup_resources",
+ "create_basic_vpc",
+ "create_security_group",
+ "create_secret",
+ "create_session",
+ "ensure_cluster",
+ "ensure_repository",
+ "ensure_roles",
+ "ensure_service_linked_role",
+ "get_identity",
+ "register_task_definition",
+ "run_task",
+]
diff --git a/src/sre_agent/core/deployments/aws_ecs/__init__.py b/src/sre_agent/core/deployments/aws_ecs/__init__.py
new file mode 100644
index 00000000..fc6227d2
--- /dev/null
+++ b/src/sre_agent/core/deployments/aws_ecs/__init__.py
@@ -0,0 +1,52 @@
+"""AWS ECS deployment helpers."""
+
+from sre_agent.core.deployments.aws_ecs.cleanup import cleanup_resources
+from sre_agent.core.deployments.aws_ecs.ecr import ensure_repository
+from sre_agent.core.deployments.aws_ecs.ecs_tasks import (
+ ensure_cluster,
+ register_task_definition,
+ run_task,
+ wait_for_task_completion,
+)
+from sre_agent.core.deployments.aws_ecs.iam import ensure_roles, ensure_service_linked_role
+from sre_agent.core.deployments.aws_ecs.images import ImageBuildConfig, build_and_push_images
+from sre_agent.core.deployments.aws_ecs.models import (
+ EcsDeploymentConfig,
+ NetworkSelection,
+ SecurityGroupInfo,
+)
+from sre_agent.core.deployments.aws_ecs.network import create_basic_vpc
+from sre_agent.core.deployments.aws_ecs.secrets import (
+ SecretInfo,
+ create_secret,
+ get_secret_info,
+ restore_secret,
+)
+from sre_agent.core.deployments.aws_ecs.security_groups import create_security_group
+from sre_agent.core.deployments.aws_ecs.session import create_session, get_identity
+from sre_agent.core.deployments.aws_ecs.status import check_deployment
+
+__all__ = [
+ "EcsDeploymentConfig",
+ "NetworkSelection",
+ "ImageBuildConfig",
+ "SecurityGroupInfo",
+ "build_and_push_images",
+ "cleanup_resources",
+ "check_deployment",
+ "create_basic_vpc",
+ "create_security_group",
+ "create_secret",
+ "create_session",
+ "ensure_cluster",
+ "ensure_repository",
+ "ensure_roles",
+ "ensure_service_linked_role",
+ "get_identity",
+ "get_secret_info",
+ "restore_secret",
+ "register_task_definition",
+ "run_task",
+ "wait_for_task_completion",
+ "SecretInfo",
+]
diff --git a/src/sre_agent/core/deployments/aws_ecs/cleanup.py b/src/sre_agent/core/deployments/aws_ecs/cleanup.py
new file mode 100644
index 00000000..0f82683b
--- /dev/null
+++ b/src/sre_agent/core/deployments/aws_ecs/cleanup.py
@@ -0,0 +1,330 @@
+"""Clean-up helpers for ECS deployment resources."""
+
+import time
+from collections.abc import Callable
+from typing import Any
+
+from boto3.session import Session
+from botocore.exceptions import ClientError
+
+from sre_agent.core.deployments.aws_ecs.models import EcsDeploymentConfig
+from sre_agent.core.deployments.aws_ecs.session import create_session
+
+
+def cleanup_resources(
+ config: EcsDeploymentConfig,
+ reporter: Callable[[str], None],
+ force_delete_secrets: bool,
+) -> None:
+ """Clean up resources created for ECS deployment."""
+ session = create_session(config)
+ reporter("Stopping ECS tasks (if any)")
+ _stop_tasks(session, config.cluster_name, reporter)
+
+ if config.task_definition_arn:
+ reporter("Deregistering task definition")
+ _deregister_task_definition(session, config.task_definition_arn, reporter)
+
+ reporter("Deleting ECS cluster (if it exists)")
+ _delete_cluster(session, config.cluster_name, reporter)
+
+ if config.log_group_name:
+ reporter("Deleting CloudWatch log group")
+ _delete_log_group(session, config.log_group_name, reporter)
+
+ reporter("Deleting ECR repository (if it exists)")
+ _delete_ecr_repo(session, config.ecr_repo_sre_agent, reporter)
+
+ reporter("Deleting IAM roles (if they exist)")
+ _delete_roles(session, config, reporter)
+
+ reporter("Deleting Secrets Manager secrets (if they exist)")
+ _delete_secret(session, config.secret_anthropic_name, force_delete_secrets, reporter)
+ _delete_secret(session, config.secret_slack_bot_name, force_delete_secrets, reporter)
+ _delete_secret(session, config.secret_github_token_name, force_delete_secrets, reporter)
+
+ if config.vpc_id:
+ reporter("Deleting VPC resources")
+ _cleanup_vpc(session, config.vpc_id, reporter)
+
+
+def _stop_tasks(session: Session, cluster_name: str, reporter: Callable[[str], None]) -> None:
+ """Stop running ECS tasks in the cluster."""
+ ecs = session.client("ecs")
+ try:
+ response = ecs.list_tasks(cluster=cluster_name)
+ except ClientError as exc:
+ code = exc.response.get("Error", {}).get("Code")
+ if code == "ClusterNotFoundException":
+ return
+ raise RuntimeError(f"Failed to list ECS tasks: {exc}") from exc
+
+ task_arns = response.get("taskArns", [])
+ for task_arn in task_arns:
+ reporter(f"Stopping task {task_arn}")
+ try:
+ ecs.stop_task(cluster=cluster_name, task=task_arn, reason="Clean up")
+ except ClientError as exc:
+ reporter(f"Failed to stop task {task_arn}: {exc}")
+
+
+def _deregister_task_definition(
+ session: Session,
+ task_definition_arn: str,
+ reporter: Callable[[str], None],
+) -> None:
+ """Deregister an ECS task definition."""
+ ecs = session.client("ecs")
+ try:
+ ecs.deregister_task_definition(taskDefinition=task_definition_arn)
+ except ClientError as exc:
+ reporter(f"Failed to deregister task definition: {exc}")
+
+
+def _delete_cluster(session: Session, cluster_name: str, reporter: Callable[[str], None]) -> None:
+ """Delete an ECS cluster if it exists."""
+ ecs = session.client("ecs")
+ try:
+ ecs.delete_cluster(cluster=cluster_name)
+ except ClientError as exc:
+ code = exc.response.get("Error", {}).get("Code")
+ if code in {"ClusterNotFoundException"}:
+ return
+ reporter(f"Failed to delete cluster: {exc}")
+
+
+def _delete_log_group(
+ session: Session,
+ log_group_name: str,
+ reporter: Callable[[str], None],
+) -> None:
+ """Delete a CloudWatch log group."""
+ logs = session.client("logs")
+ try:
+ logs.delete_log_group(logGroupName=log_group_name)
+ except ClientError as exc:
+ code = exc.response.get("Error", {}).get("Code")
+ if code != "ResourceNotFoundException":
+ reporter(f"Failed to delete log group: {exc}")
+
+
+def _delete_ecr_repo(session: Session, name: str, reporter: Callable[[str], None]) -> None:
+ """Delete an ECR repository if it exists."""
+ if not name:
+ return
+ ecr = session.client("ecr")
+ try:
+ ecr.delete_repository(repositoryName=name, force=True)
+ except ClientError as exc:
+ code = exc.response.get("Error", {}).get("Code")
+ if code != "RepositoryNotFoundException":
+ reporter(f"Failed to delete ECR repo {name}: {exc}")
+
+
+def _delete_roles(
+ session: Session,
+ config: EcsDeploymentConfig,
+ reporter: Callable[[str], None],
+) -> None:
+ """Delete IAM roles created for ECS tasks."""
+ iam = session.client("iam")
+ role_names = _role_names(config)
+ for role_name in role_names:
+ reporter(f"Removing IAM role {role_name}")
+ _detach_managed_policies(iam, role_name, reporter)
+ _delete_inline_policies(iam, role_name, reporter)
+ try:
+ iam.delete_role(RoleName=role_name)
+ except ClientError as exc:
+ code = exc.response.get("Error", {}).get("Code")
+ if code != "NoSuchEntity":
+ reporter(f"Failed to delete role {role_name}: {exc}")
+
+
+def _role_names(config: EcsDeploymentConfig) -> set[str]:
+ """Return role names for clean-up."""
+ names = set()
+ if config.exec_role_arn:
+ names.add(config.exec_role_arn.split("/")[-1])
+ if config.task_role_arn:
+ names.add(config.task_role_arn.split("/")[-1])
+ names.add(f"{config.project_name}-task-execution")
+ names.add(f"{config.project_name}-task")
+ return names
+
+
+def _detach_managed_policies(iam: Any, role_name: str, reporter: Callable[[str], None]) -> None:
+ """Detach managed policies from a role."""
+ try:
+ response = iam.list_attached_role_policies(RoleName=role_name)
+ except ClientError as exc:
+ code = exc.response.get("Error", {}).get("Code")
+ if code == "NoSuchEntity":
+ return
+ reporter(f"Failed to list attached policies for {role_name}: {exc}")
+ return
+
+ for policy in response.get("AttachedPolicies", []):
+ policy_arn = policy["PolicyArn"]
+ try:
+ iam.detach_role_policy(RoleName=role_name, PolicyArn=policy_arn)
+ except ClientError as exc:
+ reporter(f"Failed to detach policy {policy_arn} from {role_name}: {exc}")
+
+
+def _delete_inline_policies(iam: Any, role_name: str, reporter: Callable[[str], None]) -> None:
+ """Delete inline policies for a role."""
+ try:
+ response = iam.list_role_policies(RoleName=role_name)
+ except ClientError as exc:
+ code = exc.response.get("Error", {}).get("Code")
+ if code == "NoSuchEntity":
+ return
+ reporter(f"Failed to list inline policies for {role_name}: {exc}")
+ return
+
+ for policy_name in response.get("PolicyNames", []):
+ try:
+ iam.delete_role_policy(RoleName=role_name, PolicyName=policy_name)
+ except ClientError as exc:
+ reporter(f"Failed to delete policy {policy_name} from {role_name}: {exc}")
+
+
+def _delete_secret(
+ session: Session,
+ name: str,
+ force_delete: bool,
+ reporter: Callable[[str], None],
+) -> None:
+ """Delete a secret if it exists."""
+ if not name:
+ return
+ secrets = session.client("secretsmanager")
+ try:
+ secrets.delete_secret(
+ SecretId=name,
+ ForceDeleteWithoutRecovery=force_delete,
+ )
+ except ClientError as exc:
+ code = exc.response.get("Error", {}).get("Code")
+ if code != "ResourceNotFoundException":
+ reporter(f"Failed to delete secret {name}: {exc}")
+
+
+def _cleanup_vpc(session: Session, vpc_id: str, reporter: Callable[[str], None]) -> None:
+ """Delete a VPC and its dependent resources."""
+ ec2 = session.client("ec2")
+
+ nat_gateways = _list_nat_gateways(ec2, vpc_id)
+ allocation_ids = [allocation for _, allocation in nat_gateways if allocation]
+ for nat_gateway_id, _ in nat_gateways:
+ reporter(f"Deleting NAT gateway {nat_gateway_id}")
+ ec2.delete_nat_gateway(NatGatewayId=nat_gateway_id)
+
+ if nat_gateways:
+ _wait_for_nat_gateways(ec2, [nat_id for nat_id, _ in nat_gateways], reporter)
+
+ for allocation_id in allocation_ids:
+ reporter(f"Releasing Elastic IP {allocation_id}")
+ try:
+ ec2.release_address(AllocationId=allocation_id)
+ except ClientError as exc:
+ reporter(f"Failed to release Elastic IP {allocation_id}: {exc}")
+
+ igw_ids = _list_internet_gateways(ec2, vpc_id)
+ for igw_id in igw_ids:
+ reporter(f"Detaching and deleting internet gateway {igw_id}")
+ try:
+ ec2.detach_internet_gateway(InternetGatewayId=igw_id, VpcId=vpc_id)
+ ec2.delete_internet_gateway(InternetGatewayId=igw_id)
+ except ClientError as exc:
+ reporter(f"Failed to delete internet gateway {igw_id}: {exc}")
+
+ _delete_route_tables(ec2, vpc_id, reporter)
+ _delete_subnets(ec2, vpc_id, reporter)
+ _delete_security_groups(ec2, vpc_id, reporter)
+
+ reporter(f"Deleting VPC {vpc_id}")
+ try:
+ ec2.delete_vpc(VpcId=vpc_id)
+ except ClientError as exc:
+ reporter(f"Failed to delete VPC {vpc_id}: {exc}")
+
+
+def _list_nat_gateways(ec2: Any, vpc_id: str) -> list[tuple[str, str | None]]:
+ """Return NAT gateway IDs and allocation IDs."""
+ response = ec2.describe_nat_gateways(Filter=[{"Name": "vpc-id", "Values": [vpc_id]}])
+ gateways = []
+ for nat_gateway in response.get("NatGateways", []):
+ nat_id = nat_gateway["NatGatewayId"]
+ allocation_id = None
+ for address in nat_gateway.get("NatGatewayAddresses", []):
+ allocation_id = address.get("AllocationId")
+ gateways.append((nat_id, allocation_id))
+ return gateways
+
+
+def _wait_for_nat_gateways(ec2: Any, nat_ids: list[str], reporter: Callable[[str], None]) -> None:
+ """Wait for NAT gateways to delete."""
+ attempts = 30
+ delay = 10
+ for _ in range(attempts):
+ response = ec2.describe_nat_gateways(NatGatewayIds=nat_ids)
+ states = {gw["NatGatewayId"]: gw["State"] for gw in response.get("NatGateways", [])}
+ if all(state == "deleted" for state in states.values()):
+ return
+ reporter("Waiting for NAT gateways to delete...")
+ time.sleep(delay)
+
+
+def _list_internet_gateways(ec2: Any, vpc_id: str) -> list[str]:
+ """List internet gateways attached to a VPC."""
+ response = ec2.describe_internet_gateways(
+ Filters=[{"Name": "attachment.vpc-id", "Values": [vpc_id]}]
+ )
+ return [igw["InternetGatewayId"] for igw in response.get("InternetGateways", [])]
+
+
+def _delete_route_tables(ec2: Any, vpc_id: str, reporter: Callable[[str], None]) -> None:
+ """Delete non-main route tables."""
+ response = ec2.describe_route_tables(Filters=[{"Name": "vpc-id", "Values": [vpc_id]}])
+ for route_table in response.get("RouteTables", []):
+ associations = route_table.get("Associations", [])
+ is_main = any(assoc.get("Main") for assoc in associations)
+ for assoc in associations:
+ assoc_id = assoc.get("RouteTableAssociationId")
+ if assoc_id and not assoc.get("Main"):
+ try:
+ ec2.disassociate_route_table(AssociationId=assoc_id)
+ except ClientError as exc:
+ reporter(f"Failed to disassociate route table: {exc}")
+ if is_main:
+ continue
+ try:
+ ec2.delete_route_table(RouteTableId=route_table["RouteTableId"])
+ except ClientError as exc:
+ reporter(f"Failed to delete route table: {exc}")
+
+
+def _delete_subnets(ec2: Any, vpc_id: str, reporter: Callable[[str], None]) -> None:
+ """Delete all subnets in a VPC."""
+ response = ec2.describe_subnets(Filters=[{"Name": "vpc-id", "Values": [vpc_id]}])
+ for subnet in response.get("Subnets", []):
+ subnet_id = subnet["SubnetId"]
+ try:
+ ec2.delete_subnet(SubnetId=subnet_id)
+ except ClientError as exc:
+ reporter(f"Failed to delete subnet {subnet_id}: {exc}")
+
+
+def _delete_security_groups(ec2: Any, vpc_id: str, reporter: Callable[[str], None]) -> None:
+ """Delete non-default security groups in a VPC."""
+ response = ec2.describe_security_groups(Filters=[{"Name": "vpc-id", "Values": [vpc_id]}])
+ for group in response.get("SecurityGroups", []):
+ if group.get("GroupName") == "default":
+ continue
+ group_id = group["GroupId"]
+ try:
+ ec2.delete_security_group(GroupId=group_id)
+ except ClientError as exc:
+ reporter(f"Failed to delete security group {group_id}: {exc}")
diff --git a/src/sre_agent/core/deployments/aws_ecs/ecr.py b/src/sre_agent/core/deployments/aws_ecs/ecr.py
new file mode 100644
index 00000000..b5bf1cdd
--- /dev/null
+++ b/src/sre_agent/core/deployments/aws_ecs/ecr.py
@@ -0,0 +1,21 @@
+"""ECR helpers for ECS deployment."""
+
+from typing import cast
+
+from boto3.session import Session
+from botocore.exceptions import ClientError
+
+
+def ensure_repository(session: Session, name: str) -> str:
+ """Ensure an ECR repository exists and return its URI."""
+ ecr = session.client("ecr")
+ try:
+ response = ecr.describe_repositories(repositoryNames=[name])
+ return cast(str, response["repositories"][0]["repositoryUri"])
+ except ClientError as exc:
+ code = exc.response.get("Error", {}).get("Code")
+ if code != "RepositoryNotFoundException":
+ raise RuntimeError(f"Failed to read ECR repo {name}: {exc}") from exc
+
+ response = ecr.create_repository(repositoryName=name)
+ return cast(str, response["repository"]["repositoryUri"])
diff --git a/src/sre_agent/core/deployments/aws_ecs/ecs_tasks.py b/src/sre_agent/core/deployments/aws_ecs/ecs_tasks.py
new file mode 100644
index 00000000..f9329d19
--- /dev/null
+++ b/src/sre_agent/core/deployments/aws_ecs/ecs_tasks.py
@@ -0,0 +1,263 @@
+"""ECS task and cluster helpers."""
+
+import time
+from collections.abc import Callable
+from typing import Any, cast
+
+from boto3.session import Session
+from botocore.exceptions import ClientError
+
+from sre_agent.core.deployments.aws_ecs.models import EcsDeploymentConfig
+
+SRE_AGENT_CONTAINER_NAME = "sre-agent"
+SLACK_MCP_IMAGE = "ghcr.io/korotovsky/slack-mcp-server:latest"
+
+
+def ensure_log_group(session: Session, log_group_name: str) -> None:
+ """Ensure a CloudWatch log group exists."""
+ logs = session.client("logs")
+ try:
+ logs.create_log_group(logGroupName=log_group_name)
+ except ClientError as exc:
+ code = exc.response.get("Error", {}).get("Code")
+ if code != "ResourceAlreadyExistsException":
+ raise RuntimeError(f"Failed to create log group: {exc}") from exc
+
+
+def register_task_definition(
+ session: Session,
+ config: EcsDeploymentConfig,
+ reporter: Callable[[str], None],
+) -> str:
+ """Register the ECS task definition."""
+ cpu_architecture = _normalise_cpu_architecture(config.task_cpu_architecture)
+ if not config.exec_role_arn or not config.task_role_arn:
+ raise RuntimeError("Task roles must be created before registering the task definition.")
+ if not config.ecr_sre_agent_uri:
+ raise RuntimeError("ECR repository for sre-agent must be created first.")
+ if (
+ not config.secret_anthropic_arn
+ or not config.secret_github_token_arn
+ or not config.secret_slack_bot_arn
+ ):
+ raise RuntimeError("Secrets must be created before registering the task definition.")
+ if not config.slack_channel_id:
+ raise RuntimeError("Slack channel ID is required for the task definition.")
+
+ reporter("Ensuring CloudWatch log group for task logs")
+ ensure_log_group(session, config.log_group_name)
+
+ ecs = session.client("ecs")
+ slack_mcp_url = f"http://localhost:{config.slack_mcp_port}/sse"
+
+ container_definitions = [
+ {
+ "name": SRE_AGENT_CONTAINER_NAME,
+ "image": f"{config.ecr_sre_agent_uri}:{config.image_tag}",
+ "essential": True,
+ "environment": [
+ {"name": "AWS_REGION", "value": config.aws_region},
+ {"name": "MODEL", "value": config.model},
+ {"name": "SLACK_CHANNEL_ID", "value": config.slack_channel_id},
+ {"name": "SLACK_MCP_URL", "value": slack_mcp_url},
+ {"name": "GITHUB_MCP_URL", "value": config.github_mcp_url},
+ ],
+ "secrets": [
+ {
+ "name": "ANTHROPIC_API_KEY",
+ "valueFrom": config.secret_anthropic_arn,
+ },
+ {
+ "name": "GITHUB_PERSONAL_ACCESS_TOKEN",
+ "valueFrom": config.secret_github_token_arn,
+ },
+ ],
+ "dependsOn": [{"containerName": "slack", "condition": "START"}],
+ "logConfiguration": {
+ "logDriver": "awslogs",
+ "options": {
+ "awslogs-group": config.log_group_name,
+ "awslogs-region": config.aws_region,
+ "awslogs-stream-prefix": "sre-agent",
+ },
+ },
+ },
+ {
+ "name": "slack",
+ "image": SLACK_MCP_IMAGE,
+ "essential": True,
+ "environment": [
+ {"name": "SLACK_MCP_ADD_MESSAGE_TOOL", "value": config.slack_channel_id},
+ {"name": "SLACK_MCP_HOST", "value": config.slack_mcp_host},
+ {"name": "SLACK_MCP_PORT", "value": str(config.slack_mcp_port)},
+ ],
+ "secrets": [
+ {"name": "SLACK_MCP_XOXB_TOKEN", "valueFrom": config.secret_slack_bot_arn},
+ ],
+ "logConfiguration": {
+ "logDriver": "awslogs",
+ "options": {
+ "awslogs-group": config.log_group_name,
+ "awslogs-region": config.aws_region,
+ "awslogs-stream-prefix": "slack",
+ },
+ },
+ },
+ ]
+
+ response = ecs.register_task_definition(
+ family=config.task_family,
+ networkMode="awsvpc",
+ requiresCompatibilities=["FARGATE"],
+ runtimePlatform={
+ "cpuArchitecture": cpu_architecture,
+ "operatingSystemFamily": "LINUX",
+ },
+ cpu=str(config.task_cpu),
+ memory=str(config.task_memory),
+ executionRoleArn=config.exec_role_arn,
+ taskRoleArn=config.task_role_arn,
+ containerDefinitions=container_definitions,
+ )
+ return cast(str, response["taskDefinition"]["taskDefinitionArn"])
+
+
+def _normalise_cpu_architecture(value: str) -> str:
+ """Return a validated ECS CPU architecture."""
+ architecture = value.strip().upper()
+ if architecture in {"X86_64", "ARM64"}:
+ return architecture
+ raise RuntimeError(f"Unsupported ECS CPU architecture '{value}'. Use X86_64 or ARM64.")
+
+
+def ensure_cluster(session: Session, cluster_name: str) -> str:
+ """Ensure an ECS cluster exists."""
+ ecs = session.client("ecs")
+ response = ecs.describe_clusters(clusters=[cluster_name])
+ clusters = response.get("clusters", [])
+ if clusters:
+ cluster = clusters[0]
+ status = str(cluster.get("status", ""))
+ cluster_arn = cast(str, cluster["clusterArn"])
+ if status == "ACTIVE":
+ return cluster_arn
+ if status != "INACTIVE":
+ raise RuntimeError(
+ f"ECS cluster {cluster_name} is in unexpected status {status} and cannot be used."
+ )
+
+ # If the cluster does not exist or is inactive, create it.
+ response = ecs.create_cluster(clusterName=cluster_name)
+ return cast(str, response["cluster"]["clusterArn"])
+
+
+def run_task(
+ session: Session,
+ config: EcsDeploymentConfig,
+ container_overrides: list[dict[str, Any]] | None = None,
+) -> str:
+ """Run a one-off ECS task."""
+ if not config.task_definition_arn:
+ raise RuntimeError("Task definition is missing. Register it before running tasks.")
+ if not config.security_group_id or not config.private_subnet_ids:
+ raise RuntimeError(
+ "Network configuration is missing. Configure subnets and security group."
+ )
+
+ ecs = session.client("ecs")
+ request: dict[str, Any] = {
+ "cluster": config.cluster_name,
+ "launchType": "FARGATE",
+ "taskDefinition": config.task_definition_arn,
+ "count": 1,
+ "networkConfiguration": {
+ "awsvpcConfiguration": {
+ "subnets": config.private_subnet_ids,
+ "securityGroups": [config.security_group_id],
+ "assignPublicIp": "DISABLED",
+ }
+ },
+ }
+ if container_overrides:
+ request["overrides"] = {"containerOverrides": container_overrides}
+
+ try:
+ response = ecs.run_task(**request)
+ except ClientError as exc:
+ code = exc.response.get("Error", {}).get("Code")
+ if code == "ClusterNotFoundException":
+ raise RuntimeError(
+ f"ECS cluster '{config.cluster_name}' is missing or inactive. "
+ "Re-run deployment to recreate it."
+ ) from exc
+ raise RuntimeError(f"Failed to run ECS task: {exc}") from exc
+
+ tasks = response.get("tasks", [])
+ if not tasks:
+ failures = response.get("failures", [])
+ raise RuntimeError(f"Failed to run task: {failures}")
+ return cast(str, tasks[0]["taskArn"])
+
+
+def wait_for_task_completion(
+ session: Session,
+ cluster_name: str,
+ task_arn: str,
+ timeout_seconds: int = 1800,
+ poll_interval_seconds: int = 5,
+) -> tuple[bool, str]:
+ """Wait for a task to stop and report container exit status."""
+ ecs = session.client("ecs")
+ deadline = time.time() + timeout_seconds
+
+ while time.time() < deadline:
+ response = ecs.describe_tasks(cluster=cluster_name, tasks=[task_arn])
+ tasks = response.get("tasks", [])
+ if not tasks:
+ failures = response.get("failures", [])
+ return False, f"Task not found while checking completion: {failures}"
+
+ task = tasks[0]
+ task_status = str(task.get("lastStatus", ""))
+ if task_status != "STOPPED":
+ time.sleep(poll_interval_seconds)
+ continue
+
+ return _task_completion_result(task)
+
+ return False, f"Timed out waiting for task completion after {timeout_seconds} seconds."
+
+
+def _task_completion_result(task: dict[str, Any]) -> tuple[bool, str]:
+ """Convert ECS task details into a completion result."""
+ target = _find_container(task.get("containers", []), SRE_AGENT_CONTAINER_NAME)
+ if target is None:
+ stopped_reason = str(task.get("stoppedReason", "task stopped"))
+ return (
+ False,
+ "Task stopped before container "
+ f"{SRE_AGENT_CONTAINER_NAME} was observed: {stopped_reason}",
+ )
+
+ exit_code = target.get("exitCode")
+ reason = str(target.get("reason", "")).strip()
+ if exit_code == 0:
+ return True, "Diagnosis task completed successfully."
+ if reason:
+ return False, reason
+ if exit_code is not None:
+ return False, f"Container {SRE_AGENT_CONTAINER_NAME} exited with code {exit_code}."
+
+ stopped_reason = str(task.get("stoppedReason", "task stopped"))
+ return (
+ False,
+ f"Task stopped without an exit code for {SRE_AGENT_CONTAINER_NAME}: {stopped_reason}",
+ )
+
+
+def _find_container(containers: list[dict[str, Any]], name: str) -> dict[str, Any] | None:
+ """Return a container by name from task container details."""
+ for container in containers:
+ if container.get("name") == name:
+ return container
+ return None
diff --git a/src/sre_agent/core/deployments/aws_ecs/iam.py b/src/sre_agent/core/deployments/aws_ecs/iam.py
new file mode 100644
index 00000000..f44222ff
--- /dev/null
+++ b/src/sre_agent/core/deployments/aws_ecs/iam.py
@@ -0,0 +1,159 @@
+"""IAM role helpers for ECS deployment."""
+
+import json
+from collections.abc import Callable
+from typing import Any, cast
+
+from boto3.session import Session
+from botocore.exceptions import ClientError
+
+
+def ensure_roles(
+ session: Session,
+ project_name: str,
+ region: str,
+ secret_arns: list[str],
+ reporter: Callable[[str], None],
+) -> tuple[str, str]:
+ """Ensure execution and task roles exist."""
+ if not secret_arns:
+ raise RuntimeError("Secret ARNs are required before creating roles.")
+
+ iam = session.client("iam")
+ exec_role_name = f"{project_name}-task-execution"
+ task_role_name = f"{project_name}-task"
+
+ reporter("Ensuring task execution role")
+ exec_role_arn = _ensure_role(iam, exec_role_name, _ecs_trust_policy())
+ _attach_managed_policy(
+ iam,
+ exec_role_name,
+ "arn:aws:iam::aws:policy/service-role/AmazonECSTaskExecutionRolePolicy",
+ )
+ _put_inline_policy(
+ iam,
+ exec_role_name,
+ f"{project_name}-secrets",
+ _secrets_policy(secret_arns),
+ )
+
+ reporter("Ensuring task role for CloudWatch access")
+ task_role_arn = _ensure_role(iam, task_role_name, _ecs_trust_policy())
+ account_id = _get_account_id(session)
+ _put_inline_policy(
+ iam,
+ task_role_name,
+ f"{project_name}-logs",
+ _logs_policy(region, account_id),
+ )
+
+ return exec_role_arn, task_role_arn
+
+
+def ensure_service_linked_role(session: Session, reporter: Callable[[str], None]) -> None:
+ """Ensure the ECS service-linked role exists."""
+ iam = session.client("iam")
+ role_name = "AWSServiceRoleForECS"
+ try:
+ iam.get_role(RoleName=role_name)
+ reporter("ECS service-linked role already exists")
+ return
+ except ClientError as exc:
+ code = exc.response.get("Error", {}).get("Code")
+ if code != "NoSuchEntity":
+ raise RuntimeError(f"Failed to read service-linked role: {exc}") from exc
+
+ reporter("Creating ECS service-linked role")
+ try:
+ iam.create_service_linked_role(AWSServiceName="ecs.amazonaws.com")
+ except ClientError as exc:
+ raise RuntimeError(f"Failed to create service-linked role: {exc}") from exc
+
+
+def _ensure_role(iam: Any, role_name: str, trust_policy: dict[str, Any]) -> str:
+ """Create a role if needed and return its ARN."""
+ try:
+ response = iam.get_role(RoleName=role_name)
+ return cast(str, response["Role"]["Arn"])
+ except ClientError as exc:
+ code = exc.response.get("Error", {}).get("Code")
+ if code != "NoSuchEntity":
+ raise RuntimeError(f"Failed to read role {role_name}: {exc}") from exc
+
+ response = iam.create_role(
+ RoleName=role_name,
+ AssumeRolePolicyDocument=json.dumps(trust_policy),
+ )
+ return cast(str, response["Role"]["Arn"])
+
+
+def _attach_managed_policy(iam: Any, role_name: str, policy_arn: str) -> None:
+ """Attach a managed policy if it is missing."""
+ response = iam.list_attached_role_policies(RoleName=role_name)
+ attached = {policy["PolicyArn"] for policy in response.get("AttachedPolicies", [])}
+ if policy_arn in attached:
+ return
+ iam.attach_role_policy(RoleName=role_name, PolicyArn=policy_arn)
+
+
+def _put_inline_policy(
+ iam: Any,
+ role_name: str,
+ policy_name: str,
+ policy_doc: dict[str, Any],
+) -> None:
+ """Attach or update an inline policy."""
+ iam.put_role_policy(
+ RoleName=role_name,
+ PolicyName=policy_name,
+ PolicyDocument=json.dumps(policy_doc),
+ )
+
+
+def _ecs_trust_policy() -> dict[str, Any]:
+ """Return the ECS task trust policy."""
+ return {
+ "Version": "2012-10-17",
+ "Statement": [
+ {
+ "Effect": "Allow",
+ "Principal": {"Service": "ecs-tasks.amazonaws.com"},
+ "Action": "sts:AssumeRole",
+ }
+ ],
+ }
+
+
+def _secrets_policy(secret_arns: list[str]) -> dict[str, Any]:
+ """Allow read access to Secrets Manager."""
+ return {
+ "Version": "2012-10-17",
+ "Statement": [
+ {
+ "Effect": "Allow",
+ "Action": ["secretsmanager:GetSecretValue"],
+ "Resource": secret_arns,
+ }
+ ],
+ }
+
+
+def _logs_policy(region: str, account_id: str) -> dict[str, Any]:
+ """Allow CloudWatch Logs queries."""
+ return {
+ "Version": "2012-10-17",
+ "Statement": [
+ {
+ "Effect": "Allow",
+ "Action": ["logs:FilterLogEvents"],
+ "Resource": f"arn:aws:logs:{region}:{account_id}:log-group:*",
+ }
+ ],
+ }
+
+
+def _get_account_id(session: Session) -> str:
+ """Return the AWS account ID."""
+ client = session.client("sts")
+ response = client.get_caller_identity()
+ return cast(str, response["Account"])
diff --git a/src/sre_agent/core/deployments/aws_ecs/images.py b/src/sre_agent/core/deployments/aws_ecs/images.py
new file mode 100644
index 00000000..d9165f88
--- /dev/null
+++ b/src/sre_agent/core/deployments/aws_ecs/images.py
@@ -0,0 +1,106 @@
+"""Docker build and push helpers."""
+
+import base64
+import shutil
+import subprocess # nosec B404
+from collections.abc import Callable
+from dataclasses import dataclass
+from pathlib import Path
+
+from boto3.session import Session
+from botocore.exceptions import ClientError
+
+TARGET_PLATFORM = "linux/arm64"
+TARGET_ECS_ARCHITECTURE = "ARM64"
+
+
+@dataclass(frozen=True)
+class ImageBuildConfig:
+ """Image build settings for the ECS deployment."""
+
+ sre_agent_uri: str
+ image_tag: str
+
+
+def build_and_push_images(
+ session: Session,
+ root_dir: Path,
+ image_config: ImageBuildConfig,
+ reporter: Callable[[str], None],
+) -> str:
+ """Build and push container images to ECR."""
+ _require_docker()
+
+ reporter("Authenticating Docker with ECR")
+ username, password, proxy_endpoint = _ecr_login(session)
+ _run(
+ [
+ "docker",
+ "login",
+ "--username",
+ username,
+ "--password-stdin",
+ proxy_endpoint,
+ ],
+ reporter,
+ input_bytes=password.encode("utf-8"),
+ )
+
+ reporter(f"Building and pushing sre-agent image ({TARGET_PLATFORM})")
+ _run(
+ [
+ "docker",
+ "build",
+ "--platform",
+ TARGET_PLATFORM,
+ "-t",
+ f"{image_config.sre_agent_uri}:{image_config.image_tag}",
+ str(root_dir),
+ ],
+ reporter,
+ )
+ _run(
+ ["docker", "push", f"{image_config.sre_agent_uri}:{image_config.image_tag}"],
+ reporter,
+ )
+
+ reporter(f"Using ECS runtime CPU architecture: {TARGET_ECS_ARCHITECTURE}")
+ return TARGET_ECS_ARCHITECTURE
+
+
+def _require_docker() -> None:
+ """Ensure Docker is installed."""
+ if not shutil.which("docker"):
+ raise RuntimeError("Docker is required to build and push images.")
+
+
+def _ecr_login(session: Session) -> tuple[str, str, str]:
+ """Return Docker login credentials for ECR."""
+ ecr = session.client("ecr")
+ try:
+ # spellchecker:ignore-next-line
+ response = ecr.get_authorization_token()
+ except ClientError as exc:
+ raise RuntimeError(f"Failed to authenticate with ECR: {exc}") from exc
+
+ # spellchecker:ignore-next-line
+ auth_data = response["authorizationData"][0]
+ # spellchecker:ignore-next-line
+ token = base64.b64decode(auth_data["authorizationToken"]).decode("utf-8")
+ username, password = token.split(":", 1)
+ proxy_endpoint = auth_data["proxyEndpoint"]
+ return username, password, proxy_endpoint
+
+
+def _run(
+ command: list[str],
+ reporter: Callable[[str], None],
+ input_bytes: bytes | None = None,
+) -> None:
+ """Run a subprocess command."""
+ executable = shutil.which(command[0])
+ if not executable:
+ raise RuntimeError(f"Executable not found: {command[0]}")
+ resolved_command = [executable, *command[1:]]
+ reporter(f"Running: {' '.join(resolved_command)}")
+ subprocess.run(resolved_command, check=True, input=input_bytes) # nosec B603
diff --git a/src/sre_agent/core/deployments/aws_ecs/models.py b/src/sre_agent/core/deployments/aws_ecs/models.py
new file mode 100644
index 00000000..17df1eb2
--- /dev/null
+++ b/src/sre_agent/core/deployments/aws_ecs/models.py
@@ -0,0 +1,57 @@
+"""Data models for ECS deployment."""
+
+from dataclasses import dataclass, field
+
+
+@dataclass
+class EcsDeploymentConfig:
+ """Configuration for ECS deployment."""
+
+ aws_region: str
+ aws_profile: str | None
+ project_name: str
+ cluster_name: str
+ task_family: str
+ task_cpu: int
+ task_memory: int
+ task_cpu_architecture: str
+ image_tag: str
+ vpc_id: str | None
+ private_subnet_ids: list[str]
+ security_group_id: str | None
+ ecr_repo_sre_agent: str
+ ecr_repo_slack_mcp: str
+ secret_anthropic_name: str
+ secret_slack_bot_name: str
+ secret_github_token_name: str
+ secret_anthropic_arn: str | None
+ secret_slack_bot_arn: str | None
+ secret_github_token_arn: str | None
+ exec_role_arn: str | None
+ task_role_arn: str | None
+ ecr_sre_agent_uri: str | None
+ task_definition_arn: str | None
+ cluster_arn: str | None
+ model: str
+ slack_channel_id: str | None
+ github_mcp_url: str
+ log_group_name: str
+ slack_mcp_host: str
+ slack_mcp_port: int
+
+
+@dataclass
+class SecurityGroupInfo:
+ """Representation of a security group."""
+
+ group_id: str
+ name: str
+ description: str
+
+
+@dataclass
+class NetworkSelection:
+ """Selected network configuration."""
+
+ vpc_id: str
+ private_subnet_ids: list[str] = field(default_factory=list)
diff --git a/src/sre_agent/core/deployments/aws_ecs/network.py b/src/sre_agent/core/deployments/aws_ecs/network.py
new file mode 100644
index 00000000..51146b14
--- /dev/null
+++ b/src/sre_agent/core/deployments/aws_ecs/network.py
@@ -0,0 +1,99 @@
+"""VPC and subnet management for ECS."""
+
+from collections.abc import Callable
+from typing import Any
+
+from boto3.session import Session
+
+from sre_agent.core.deployments.aws_ecs.models import NetworkSelection
+
+
+def create_basic_vpc(
+ session: Session,
+ project_name: str,
+ reporter: Callable[[str], None],
+) -> NetworkSelection:
+ """Create a simple VPC with one public and one private subnet."""
+ ec2 = session.client("ec2")
+
+ reporter("Creating VPC (private networking foundation)")
+ vpc_id = ec2.create_vpc(CidrBlock="10.0.0.0/16")["Vpc"]["VpcId"]
+ ec2.modify_vpc_attribute(VpcId=vpc_id, EnableDnsSupport={"Value": True})
+ ec2.modify_vpc_attribute(VpcId=vpc_id, EnableDnsHostnames={"Value": True})
+ _tag_resource(ec2, vpc_id, f"{project_name}-vpc")
+
+ reporter("Creating internet gateway (public subnet access)")
+ igw_id = ec2.create_internet_gateway()["InternetGateway"]["InternetGatewayId"]
+ ec2.attach_internet_gateway(InternetGatewayId=igw_id, VpcId=vpc_id)
+ _tag_resource(ec2, igw_id, f"{project_name}-igw")
+
+ availability_zone = _first_availability_zone(ec2)
+
+ reporter("Creating public subnet (used by NAT gateway)")
+ public_subnet_id = ec2.create_subnet(
+ VpcId=vpc_id,
+ CidrBlock="10.0.0.0/24",
+ AvailabilityZone=availability_zone,
+ )["Subnet"]["SubnetId"]
+ ec2.modify_subnet_attribute(
+ SubnetId=public_subnet_id,
+ MapPublicIpOnLaunch={"Value": True},
+ )
+ _tag_resource(ec2, public_subnet_id, f"{project_name}-public")
+
+ reporter("Creating private subnet (where ECS tasks will run)")
+ private_subnet_id = ec2.create_subnet(
+ VpcId=vpc_id,
+ CidrBlock="10.0.1.0/24",
+ AvailabilityZone=availability_zone,
+ )["Subnet"]["SubnetId"]
+ ec2.modify_subnet_attribute(
+ SubnetId=private_subnet_id,
+ MapPublicIpOnLaunch={"Value": False},
+ )
+ _tag_resource(ec2, private_subnet_id, f"{project_name}-private")
+
+ reporter("Creating routes for public subnet")
+ public_route_table_id = ec2.create_route_table(VpcId=vpc_id)["RouteTable"]["RouteTableId"]
+ ec2.create_route(
+ RouteTableId=public_route_table_id,
+ DestinationCidrBlock="0.0.0.0/0",
+ GatewayId=igw_id,
+ )
+ ec2.associate_route_table(RouteTableId=public_route_table_id, SubnetId=public_subnet_id)
+ _tag_resource(ec2, public_route_table_id, f"{project_name}-public-rt")
+
+ reporter("Creating NAT gateway for outbound access (this can take a few minutes)")
+ allocation_id = ec2.allocate_address(Domain="vpc")["AllocationId"]
+ nat_gateway_id = ec2.create_nat_gateway(
+ SubnetId=public_subnet_id,
+ AllocationId=allocation_id,
+ )["NatGateway"]["NatGatewayId"]
+ ec2.get_waiter("nat_gateway_available").wait(NatGatewayIds=[nat_gateway_id])
+
+ reporter("Creating routes for private subnet")
+ private_route_table_id = ec2.create_route_table(VpcId=vpc_id)["RouteTable"]["RouteTableId"]
+ ec2.create_route(
+ RouteTableId=private_route_table_id,
+ DestinationCidrBlock="0.0.0.0/0",
+ NatGatewayId=nat_gateway_id,
+ )
+ ec2.associate_route_table(RouteTableId=private_route_table_id, SubnetId=private_subnet_id)
+ _tag_resource(ec2, private_route_table_id, f"{project_name}-private-rt")
+
+ reporter("VPC created successfully")
+ return NetworkSelection(vpc_id=vpc_id, private_subnet_ids=[private_subnet_id])
+
+
+def _tag_resource(ec2: Any, resource_id: str, name: str) -> None:
+ """Apply a Name tag to a resource."""
+ ec2.create_tags(Resources=[resource_id], Tags=[{"Key": "Name", "Value": name}])
+
+
+def _first_availability_zone(ec2: Any) -> str:
+ """Fetch the first availability zone."""
+ response = ec2.describe_availability_zones()
+ zones = response.get("AvailabilityZones", [])
+ if not zones:
+ raise RuntimeError("No availability zones found for this region.")
+ return str(zones[0]["ZoneName"])
diff --git a/src/sre_agent/core/deployments/aws_ecs/secrets.py b/src/sre_agent/core/deployments/aws_ecs/secrets.py
new file mode 100644
index 00000000..c6dd29d1
--- /dev/null
+++ b/src/sre_agent/core/deployments/aws_ecs/secrets.py
@@ -0,0 +1,53 @@
+"""Secrets Manager helpers for ECS deployment."""
+
+from dataclasses import dataclass
+from typing import cast
+
+from boto3.session import Session
+from botocore.exceptions import ClientError
+
+
+@dataclass(frozen=True)
+class SecretInfo:
+ """Metadata about a Secrets Manager secret."""
+
+ arn: str
+ scheduled_for_deletion: bool
+
+
+def get_secret_info(session: Session, name: str) -> SecretInfo | None:
+ """Fetch secret metadata by name."""
+ client = session.client("secretsmanager")
+ try:
+ response = client.describe_secret(SecretId=name)
+ except ClientError as exc:
+ code = exc.response.get("Error", {}).get("Code")
+ if code == "ResourceNotFoundException":
+ return None
+ raise RuntimeError(f"Failed to read secret {name}: {exc}") from exc
+
+ deleted_date = response.get("DeletedDate")
+ return SecretInfo(
+ arn=cast(str, response["ARN"]),
+ scheduled_for_deletion=deleted_date is not None,
+ )
+
+
+def create_secret(session: Session, name: str, value: str) -> str:
+ """Create a secret and return its ARN."""
+ client = session.client("secretsmanager")
+ try:
+ response = client.create_secret(Name=name, SecretString=value)
+ except ClientError as exc:
+ raise RuntimeError(f"Failed to create secret {name}: {exc}") from exc
+ return cast(str, response["ARN"])
+
+
+def restore_secret(session: Session, name: str) -> str:
+ """Restore a secret that is scheduled for deletion."""
+ client = session.client("secretsmanager")
+ try:
+ response = client.restore_secret(SecretId=name)
+ except ClientError as exc:
+ raise RuntimeError(f"Failed to restore secret {name}: {exc}") from exc
+ return cast(str, response["ARN"])
diff --git a/src/sre_agent/core/deployments/aws_ecs/security_groups.py b/src/sre_agent/core/deployments/aws_ecs/security_groups.py
new file mode 100644
index 00000000..367cb90f
--- /dev/null
+++ b/src/sre_agent/core/deployments/aws_ecs/security_groups.py
@@ -0,0 +1,33 @@
+"""Security group management for ECS."""
+
+from boto3.session import Session
+from botocore.exceptions import ClientError
+
+from sre_agent.core.deployments.aws_ecs.models import SecurityGroupInfo
+
+
+def create_security_group(
+ session: Session,
+ vpc_id: str,
+ name: str,
+ description: str,
+) -> SecurityGroupInfo:
+ """Create a security group with default outbound access."""
+ ec2 = session.client("ec2")
+ try:
+ response = ec2.create_security_group(
+ VpcId=vpc_id,
+ GroupName=name,
+ Description=description,
+ )
+ except ClientError as exc:
+ raise RuntimeError(f"Failed to create security group: {exc}") from exc
+
+ group_id = response["GroupId"]
+ ec2.create_tags(Resources=[group_id], Tags=[{"Key": "Name", "Value": name}])
+
+ return SecurityGroupInfo(
+ group_id=group_id,
+ name=name,
+ description=description,
+ )
diff --git a/src/sre_agent/core/deployments/aws_ecs/session.py b/src/sre_agent/core/deployments/aws_ecs/session.py
new file mode 100644
index 00000000..50e1a600
--- /dev/null
+++ b/src/sre_agent/core/deployments/aws_ecs/session.py
@@ -0,0 +1,32 @@
+"""AWS session helpers."""
+
+import boto3
+from botocore.exceptions import ClientError
+
+from sre_agent.core.deployments.aws_ecs.models import EcsDeploymentConfig
+
+
+def create_session(config: EcsDeploymentConfig) -> boto3.session.Session:
+ """Create a boto3 session."""
+ if config.aws_profile:
+ return boto3.session.Session(
+ profile_name=config.aws_profile,
+ region_name=config.aws_region,
+ )
+
+ return boto3.session.Session(region_name=config.aws_region)
+
+
+def get_identity(session: boto3.session.Session) -> dict[str, str]:
+ """Fetch the current AWS identity."""
+ client = session.client("sts")
+ try:
+ response = client.get_caller_identity()
+ except ClientError as exc:
+ raise RuntimeError(f"Failed to read AWS identity: {exc}") from exc
+
+ return {
+ "Account": str(response.get("Account", "")),
+ "Arn": str(response.get("Arn", "")),
+ "UserId": str(response.get("UserId", "")),
+ }
diff --git a/src/sre_agent/core/deployments/aws_ecs/status.py b/src/sre_agent/core/deployments/aws_ecs/status.py
new file mode 100644
index 00000000..79d0ed8c
--- /dev/null
+++ b/src/sre_agent/core/deployments/aws_ecs/status.py
@@ -0,0 +1,200 @@
+"""Deployment status checks for ECS."""
+
+from boto3.session import Session
+from botocore.exceptions import ClientError
+
+from sre_agent.core.deployments.aws_ecs.models import EcsDeploymentConfig
+
+
+def check_deployment(session: Session, config: EcsDeploymentConfig) -> dict[str, str]:
+ """Check whether deployment resources exist."""
+ results: dict[str, str] = {}
+
+ results["VPC"] = _check_vpc(session, config.vpc_id)
+ results["Private subnets"] = _check_subnets(session, config.private_subnet_ids)
+ results["Security group"] = _check_security_group(session, config.security_group_id)
+ results["Secrets"] = _check_secrets(
+ session,
+ [
+ config.secret_anthropic_name,
+ config.secret_slack_bot_name,
+ config.secret_github_token_name,
+ ],
+ )
+ results["IAM roles"] = _check_roles(session, config)
+ results["ECR repositories"] = _check_ecr_repos(
+ session,
+ [config.ecr_repo_sre_agent],
+ )
+ results["Log group"] = _check_log_group(session, config.log_group_name)
+ results["Task definition"] = _check_task_definition(session, config.task_definition_arn)
+ results["ECS cluster"] = _check_cluster(session, config.cluster_name)
+
+ return results
+
+
+def _check_vpc(session: Session, vpc_id: str | None) -> str:
+ if not vpc_id:
+ return "not set"
+ ec2 = session.client("ec2")
+ try:
+ response = ec2.describe_vpcs(VpcIds=[vpc_id])
+ except ClientError as exc:
+ code = exc.response.get("Error", {}).get("Code")
+ if code == "InvalidVpcID.NotFound":
+ return "missing"
+ return f"error: {code}"
+ vpcs = response.get("Vpcs", [])
+ if not vpcs:
+ return "missing"
+ state = str(vpcs[0].get("State", "")).lower()
+ if state and state != "available":
+ return f"status {state}"
+ return "present"
+
+
+def _check_subnets(session: Session, subnet_ids: list[str]) -> str:
+ if not subnet_ids:
+ return "not set"
+ ec2 = session.client("ec2")
+ missing = 0
+ non_available = 0
+ for subnet_id in subnet_ids:
+ try:
+ response = ec2.describe_subnets(SubnetIds=[subnet_id])
+ except ClientError as exc:
+ code = exc.response.get("Error", {}).get("Code")
+ if code == "InvalidSubnetID.NotFound":
+ missing += 1
+ else:
+ return f"error: {code}"
+ continue
+
+ subnets = response.get("Subnets", [])
+ if not subnets:
+ missing += 1
+ continue
+
+ state = str(subnets[0].get("State", "")).lower()
+ if state and state != "available":
+ non_available += 1
+
+ if missing == 0:
+ if non_available > 0:
+ return f"status non-available {non_available}/{len(subnet_ids)}"
+ return "present"
+ return f"missing {missing}/{len(subnet_ids)}"
+
+
+def _check_security_group(session: Session, group_id: str | None) -> str:
+ if not group_id:
+ return "not set"
+ ec2 = session.client("ec2")
+ try:
+ ec2.describe_security_groups(GroupIds=[group_id])
+ except ClientError as exc:
+ code = exc.response.get("Error", {}).get("Code")
+ if code == "InvalidGroup.NotFound":
+ return "missing"
+ return f"error: {code}"
+ return "present"
+
+
+def _check_secrets(session: Session, names: list[str]) -> str:
+ client = session.client("secretsmanager")
+ missing = 0
+ scheduled_deletion = 0
+ for name in names:
+ try:
+ response = client.describe_secret(SecretId=name)
+ except ClientError as exc:
+ code = exc.response.get("Error", {}).get("Code")
+ if code == "ResourceNotFoundException":
+ missing += 1
+ else:
+ return f"error: {code}"
+ continue
+
+ if response.get("DeletedDate") is not None:
+ scheduled_deletion += 1
+
+ if missing == 0:
+ if scheduled_deletion > 0:
+ return f"status scheduled deletion {scheduled_deletion}/{len(names)}"
+ return "present"
+ return f"missing {missing}/{len(names)}"
+
+
+def _check_roles(session: Session, config: EcsDeploymentConfig) -> str:
+ iam = session.client("iam")
+ role_names = {
+ f"{config.project_name}-task-execution",
+ f"{config.project_name}-task",
+ }
+ missing = 0
+ for role_name in role_names:
+ try:
+ iam.get_role(RoleName=role_name)
+ except ClientError as exc:
+ code = exc.response.get("Error", {}).get("Code")
+ if code == "NoSuchEntity":
+ missing += 1
+ else:
+ return f"error: {code}"
+ if missing == 0:
+ return "present"
+ return f"missing {missing}/{len(role_names)}"
+
+
+def _check_ecr_repos(session: Session, names: list[str]) -> str:
+ ecr = session.client("ecr")
+ missing = 0
+ for name in names:
+ try:
+ ecr.describe_repositories(repositoryNames=[name])
+ except ClientError as exc:
+ code = exc.response.get("Error", {}).get("Code")
+ if code == "RepositoryNotFoundException":
+ missing += 1
+ else:
+ return f"error: {code}"
+ if missing == 0:
+ return "present"
+ return f"missing {missing}/{len(names)}"
+
+
+def _check_log_group(session: Session, log_group_name: str) -> str:
+ logs = session.client("logs")
+ response = logs.describe_log_groups(logGroupNamePrefix=log_group_name)
+ groups = [group["logGroupName"] for group in response.get("logGroups", [])]
+ return "present" if log_group_name in groups else "missing"
+
+
+def _check_task_definition(session: Session, task_definition_arn: str | None) -> str:
+ if not task_definition_arn:
+ return "not set"
+ ecs = session.client("ecs")
+ try:
+ response = ecs.describe_task_definition(taskDefinition=task_definition_arn)
+ except ClientError as exc:
+ code = exc.response.get("Error", {}).get("Code")
+ if code in {"ClientException", "InvalidParameterException"}:
+ return "missing"
+ return f"error: {code}"
+
+ task_definition = response.get("taskDefinition", {})
+ status = str(task_definition.get("status", "")).upper()
+ if status and status != "ACTIVE":
+ return f"status {status}"
+ return "present"
+
+
+def _check_cluster(session: Session, cluster_name: str) -> str:
+ ecs = session.client("ecs")
+ response = ecs.describe_clusters(clusters=[cluster_name])
+ clusters = response.get("clusters", [])
+ if not clusters:
+ return "missing"
+ if clusters[0].get("status") != "ACTIVE":
+ return f"status {clusters[0].get('status')}"
+ return "present"
diff --git a/src/sre_agent/core/interfaces.py b/src/sre_agent/core/interfaces.py
new file mode 100644
index 00000000..e42d322a
--- /dev/null
+++ b/src/sre_agent/core/interfaces.py
@@ -0,0 +1,54 @@
+"""Abstract interfaces for direct API implementations.
+
+These interfaces define contracts for tools that use direct API calls
+(not MCP servers). If using an MCP server, no interface is needed.
+
+Currently used by:
+- CloudWatch (LoggingInterface)
+
+Not needed for MCP-based tools:
+- GitHub (MCP server)
+- Slack (MCP server)
+"""
+
+from abc import ABC, abstractmethod
+
+from sre_agent.core.models import LogQueryResult
+
+
+class LoggingInterface(ABC):
+ """Interface for logging platforms (CloudWatch, Cloud Monitoring, Azure Monitor, etc.)."""
+
+ @abstractmethod
+ async def query_errors(
+ self,
+ source: str,
+ service_name: str,
+ time_range_minutes: int = 10,
+ ) -> LogQueryResult:
+ """Query error logs from the platform."""
+ raise NotImplementedError
+
+
+class RepositoryInterface(ABC):
+ """Interface for code repositories (GitLab, Bitbucket, etc.).
+
+ Note: GitHub uses MCP server, so this interface is for other providers.
+ """
+
+ @abstractmethod
+ async def get_file(self, repo: str, path: str, ref: str | None = None) -> str:
+ """Get file content from the repository."""
+ raise NotImplementedError
+
+
+class MessagingInterface(ABC):
+ """Interface for messaging platforms (Discord, Teams, PagerDuty, etc.).
+
+ Note: Slack uses MCP server, so this interface is for other providers.
+ """
+
+ @abstractmethod
+ async def send_message(self, channel: str, message: str) -> None:
+ """Send a message to a channel."""
+ raise NotImplementedError
diff --git a/src/sre_agent/core/models.py b/src/sre_agent/core/models.py
new file mode 100644
index 00000000..5fec44b2
--- /dev/null
+++ b/src/sre_agent/core/models.py
@@ -0,0 +1,52 @@
+"""Data models for the SRE Agent."""
+
+from datetime import datetime
+
+from pydantic import BaseModel, Field
+
+
+class LogEntry(BaseModel):
+ """A single log entry from CloudWatch."""
+
+ timestamp: str = Field(description="ISO 8601 timestamp of the log entry")
+ message: str = Field(description="The log message content")
+ log_stream: str | None = Field(default=None, description="The log stream name")
+
+
+class LogQueryResult(BaseModel):
+ """Result from querying CloudWatch logs."""
+
+ entries: list[LogEntry] = Field(default_factory=list, description="Log entries found")
+ log_group: str = Field(description="The log group queried")
+ query: str = Field(description="The query that was executed")
+
+
+class SuggestedFix(BaseModel):
+ """A suggested fix for an error."""
+
+ description: str = Field(description="What the fix involves")
+ file_path: str | None = Field(default=None, description="File to modify, if applicable")
+ code_snippet: str | None = Field(default=None, description="Example code change")
+
+
+class ErrorDiagnosis(BaseModel):
+ """Complete diagnosis of an error from the SRE agent."""
+
+ summary: str = Field(description="Brief summary of the issue")
+ root_cause: str = Field(description="Identified root cause")
+ affected_services: list[str] = Field(
+ default_factory=list,
+ description="Services affected by this issue",
+ )
+ suggested_fixes: list[SuggestedFix] = Field(
+ default_factory=list,
+ description="Suggested fixes for the issue",
+ )
+ related_logs: list[str] = Field(
+ default_factory=list,
+ description="Key log messages related to the issue",
+ )
+ timestamp: datetime = Field(
+ default_factory=datetime.now,
+ description="When the diagnosis was created",
+ )
diff --git a/src/sre_agent/core/prompts.py b/src/sre_agent/core/prompts.py
new file mode 100644
index 00000000..11d06fb5
--- /dev/null
+++ b/src/sre_agent/core/prompts.py
@@ -0,0 +1,35 @@
+"""System prompts for the SRE Agent."""
+
+from pathlib import Path
+
+from sre_agent.core.settings import AgentSettings
+
+PROMPTS_DIR = Path(__file__).parent / "prompts"
+
+
+def _load_prompt(filename: str) -> str:
+ """Load a prompt from a text file."""
+ return (PROMPTS_DIR / filename).read_text(encoding="utf-8").strip()
+
+
+SYSTEM_PROMPT = _load_prompt("system_prompt.txt")
+DIAGNOSIS_PROMPT_TEMPLATE = _load_prompt("diagnosis_prompt.txt")
+
+
+def build_diagnosis_prompt(
+ config: AgentSettings,
+ log_group: str,
+ service_name: str,
+ time_range_minutes: int = 10,
+) -> str:
+ """Build a diagnosis prompt for the agent."""
+ prompt = DIAGNOSIS_PROMPT_TEMPLATE.format(
+ log_group=log_group,
+ time_range_minutes=time_range_minutes,
+ service_display=service_name,
+ )
+
+ # Add Slack context
+ prompt += f"\n\nSlack Context:\n- Channel ID: {config.slack.channel_id}"
+
+ return prompt
diff --git a/src/sre_agent/core/prompts/diagnosis_prompt.txt b/src/sre_agent/core/prompts/diagnosis_prompt.txt
new file mode 100644
index 00000000..0c2241ad
--- /dev/null
+++ b/src/sre_agent/core/prompts/diagnosis_prompt.txt
@@ -0,0 +1,10 @@
+Diagnose errors in CloudWatch log group '{log_group}' from the last {time_range_minutes} minutes.
+Service: {service_display}
+
+ORDER OF OPERATIONS:
+1. Call `conversations_add_message` to start a thread in Slack.
+2. Search error logs for {service_display}.
+3. If logs found, search GitHub and diagnose.
+4. Reply to the Slack thread with the result.
+
+DO NOT skip step 1. Start the thread before doing anything else.
diff --git a/src/sre_agent/core/prompts/system_prompt.txt b/src/sre_agent/core/prompts/system_prompt.txt
new file mode 100644
index 00000000..9b629faa
--- /dev/null
+++ b/src/sre_agent/core/prompts/system_prompt.txt
@@ -0,0 +1,28 @@
+You are an expert Site Reliability Engineer (SRE) AI agent.
+
+STRICT WORKFLOW - YOU MUST FOLLOW THIS SEQUENCE:
+
+1. **IMMEDIATELY create a Slack Thread**:
+ - Use the `conversations_add_message` tool.
+ - Arguments:
+ - `channel_id`: The Channel ID provided in your context.
+ - `payload`: "🚨 Error detected in [service_name] - investigating..."
+ - **MANDATORY**: You MUST capture the returned `ts` (timestamp).
+ - **ERROR HANDLING**: If this fails with "not_in_channel", stop and inform the user they must invite the bot to the channel with `/invite @bot_name`.
+
+2. **Diagnose**:
+ - ONLY after the thread is created, call `search_error_logs`.
+ - If logs are found, search GitHub for the relevant code.
+
+3. **Reply to the SAME Thread**:
+ - Use `conversations_add_message` again.
+ - Arguments:
+ - `channel_id`: Same Channel ID.
+ - `payload`: Your diagnosis (Summary, Root Cause, Suggested Fix).
+ - `thread_ts`: The `ts` you captured in Step 1.
+
+CRITICAL RULES:
+- Never provide a diagnosis without evidence from logs.
+- If `search_error_logs` returns no logs, reply "No error logs found" to the thread (Step 3) and finish.
+- Always start with the Slack thread. No thread = No investigation.
+- Use `payload` for the message content.
diff --git a/src/sre_agent/core/settings.py b/src/sre_agent/core/settings.py
new file mode 100644
index 00000000..993ed00d
--- /dev/null
+++ b/src/sre_agent/core/settings.py
@@ -0,0 +1,81 @@
+"""Runtime settings for the SRE Agent."""
+
+from pydantic import Field
+from pydantic_settings import BaseSettings, SettingsConfigDict
+
+from sre_agent.config.paths import env_path
+
+ENV_FILE_PATH = str(env_path())
+
+
+class AWSSettings(BaseSettings):
+ """AWS configuration for CloudWatch access."""
+
+ model_config = SettingsConfigDict(env_prefix="AWS_", env_file=ENV_FILE_PATH, extra="ignore")
+
+ region: str = Field(default="eu-west-2", description="AWS region")
+ access_key_id: str | None = Field(default=None, description="AWS Access Key ID")
+ secret_access_key: str | None = Field(default=None, description="AWS Secret Access Key")
+ session_token: str | None = Field(default=None, description="AWS Session Token")
+
+
+class GitHubSettings(BaseSettings):
+ """GitHub configuration for MCP server via SSE."""
+
+ model_config = SettingsConfigDict(
+ env_prefix="GITHUB_",
+ env_file=ENV_FILE_PATH,
+ extra="ignore",
+ )
+
+ # Required: cannot be empty
+ personal_access_token: str = Field(description="GitHub Personal Access Token")
+ mcp_url: str = Field(description="URL of GitHub MCP server (SSE)")
+
+
+class SlackSettings(BaseSettings):
+ """Slack configuration for korotovsky/slack-mcp-server."""
+
+ model_config = SettingsConfigDict(
+ env_prefix="SLACK_",
+ env_file=ENV_FILE_PATH,
+ extra="ignore",
+ )
+
+ # Required: cannot be empty
+ channel_id: str = Field(description="Slack channel ID (Cxxxxxxxxxx)")
+ mcp_url: str = Field(description="URL of Slack MCP server (SSE)")
+
+
+class AgentSettings(BaseSettings):
+ """Main agent configuration."""
+
+ model_config = SettingsConfigDict(
+ env_file=ENV_FILE_PATH,
+ env_file_encoding="utf-8",
+ extra="ignore",
+ )
+
+ # LLM Provider
+ anthropic_api_key: str | None = Field(default=None, alias="ANTHROPIC_API_KEY")
+ model: str = Field(default="claude-sonnet-4-5-20250929", alias="MODEL")
+
+ # Sub-configs (required)
+ aws: AWSSettings
+ github: GitHubSettings
+ slack: SlackSettings
+
+
+def get_settings() -> AgentSettings:
+ """Load and return the agent configuration.
+
+ The sub-configs are automatically populated from the environment
+ thanks to pydantic-settings.
+ """
+ # We use type: ignore[call-arg] because mypy doesn't know BaseSettings
+ # will populate these fields from the environment variables.
+ return AgentSettings(
+ aws=AWSSettings(),
+ github=GitHubSettings(), # type: ignore[call-arg]
+ slack=SlackSettings(), # type: ignore[call-arg]
+ )
diff --git a/src/sre_agent/core/tools/__init__.py b/src/sre_agent/core/tools/__init__.py
new file mode 100644
index 00000000..0bee3ac1
--- /dev/null
+++ b/src/sre_agent/core/tools/__init__.py
@@ -0,0 +1,29 @@
+"""Tool modules for the SRE Agent.
+
+## Adding a new tool
+
+Follow one of these patterns:
+
+1. **MCP Server**
+ - Just return MCPServerStdio
+ - No interface implementation needed
+ - Example: github.py, slack.py
+
+2. **Direct API**
+ - Implement the relevant interface from interfaces.py
+ - Create a FunctionToolset with agent-callable tools
+ - Example: cloudwatch.py
+"""
+
+from sre_agent.core.tools.cloudwatch import CloudWatchLogging, create_cloudwatch_toolset
+from sre_agent.core.tools.github import create_github_mcp_toolset
+from sre_agent.core.tools.slack import create_slack_mcp_toolset
+
+__all__ = [
+ # Interface implementations (Direct API)
+ "CloudWatchLogging",
+ # Toolset factories
+ "create_cloudwatch_toolset",
+ "create_github_mcp_toolset",
+ "create_slack_mcp_toolset",
+]
diff --git a/src/sre_agent/core/tools/cloudwatch.py b/src/sre_agent/core/tools/cloudwatch.py
new file mode 100644
index 00000000..a0eef3aa
--- /dev/null
+++ b/src/sre_agent/core/tools/cloudwatch.py
@@ -0,0 +1,122 @@
+"""CloudWatch implementation of the LoggingInterface."""
+
+import logging
+from datetime import UTC, datetime, timedelta
+from typing import Any
+
+import boto3
+from botocore.exceptions import ClientError
+from pydantic_ai import FunctionToolset
+
+from sre_agent.core.interfaces import LoggingInterface
+from sre_agent.core.models import LogEntry, LogQueryResult
+from sre_agent.core.settings import AgentSettings
+
+logger = logging.getLogger(__name__)
+
+
+class CloudWatchLogging(LoggingInterface):
+ """CloudWatch Logs implementation."""
+
+ def __init__(self, region: str | None = None) -> None:
+ """Initialise CloudWatch client."""
+ self._client: Any = boto3.client("logs", region_name=region)
+
+ async def query_errors(
+ self,
+ source: str,
+ service_name: str,
+ time_range_minutes: int = 10,
+ ) -> LogQueryResult:
+ """Query error logs from CloudWatch.
+
+ Args:
+ source: The CloudWatch log group name.
+ service_name: Service name to filter log entries.
+ time_range_minutes: How far back to search.
+
+ Returns:
+ LogQueryResult with matching error entries.
+ """
+ end_time = datetime.now(UTC)
+ start_time = end_time - timedelta(minutes=time_range_minutes)
+
+ service_filter = service_name.replace('"', '\\"')
+ filter_pattern = (
+ "{ "
+ '$.log_processed.severity = "error" '
+ f'&& $.log_processed.service = "{service_filter}" '
+ "}"
+ )
+
+ logger.info(f"CloudWatch filter pattern: {filter_pattern}")
+ logger.info(f"Log Group: {source}")
+ logger.info(f"Time Range: {start_time} to {end_time}")
+
+ try:
+ response = self._client.filter_log_events(
+ logGroupName=source,
+ startTime=int(start_time.timestamp() * 1000),
+ endTime=int(end_time.timestamp() * 1000),
+ filterPattern=filter_pattern,
+ limit=20,
+ )
+ entries = self._parse_events(response.get("events", []))
+ logger.info(f"Found {len(entries)} log entries")
+
+ return LogQueryResult(
+ entries=entries,
+ log_group=source,
+ query=filter_pattern,
+ )
+ except ClientError as e:
+ logger.error(f"CloudWatch query failed: {e}")
+ raise RuntimeError(f"Failed to query CloudWatch: {e}") from e
+ except Exception as e:
+ logger.error(f"Unexpected error: {e}")
+ raise RuntimeError(f"Unexpected error querying logs: {e}") from e
+
+ def _parse_events(self, events: list[dict[str, Any]]) -> list[LogEntry]:
+ """Parse filter_log_events entries into LogEntry objects."""
+ entries = []
+ for event in events:
+ timestamp_ms = event.get("timestamp")
+ if timestamp_ms is None:
+ timestamp = ""
+ else:
+ timestamp = datetime.fromtimestamp(timestamp_ms / 1000, UTC).isoformat()
+ entries.append(
+ LogEntry(
+ timestamp=timestamp,
+ message=event.get("message", ""),
+ log_stream=event.get("logStreamName"),
+ )
+ )
+ entries.sort(key=lambda entry: entry.timestamp, reverse=True)
+ return entries
+
+
+def create_cloudwatch_toolset(config: AgentSettings) -> FunctionToolset:
+ """Create a FunctionToolset with CloudWatch tools for pydantic-ai."""
+ toolset = FunctionToolset()
+ cw_logging = CloudWatchLogging(region=config.aws.region)
+
+ @toolset.tool
+ async def search_error_logs(
+ log_group: str,
+ service_name: str,
+ time_range_minutes: int = 10,
+ ) -> LogQueryResult:
+ """Search CloudWatch logs for errors.
+
+ Args:
+ log_group: The CloudWatch log group name
+ service_name: Service name to filter log entries (e.g., 'cartservice')
+ time_range_minutes: How far back to search (default: 10 minutes)
+
+ Returns:
+ LogQueryResult containing matching error log entries
+ """
+ return await cw_logging.query_errors(log_group, service_name, time_range_minutes)
+
+ return toolset
diff --git a/src/sre_agent/core/tools/github.py b/src/sre_agent/core/tools/github.py
new file mode 100644
index 00000000..0c8c7a67
--- /dev/null
+++ b/src/sre_agent/core/tools/github.py
@@ -0,0 +1,29 @@
+"""GitHub integration using MCP server via Streamable HTTP."""
+
+import logging
+
+from pydantic_ai.mcp import MCPServerStreamableHTTP
+
+from sre_agent.core.settings import AgentSettings
+
+logger = logging.getLogger(__name__)
+
+
+def create_github_mcp_toolset(config: AgentSettings) -> MCPServerStreamableHTTP:
+ """Create GitHub MCP server toolset for pydantic-ai.
+
+ Connects to an external GitHub MCP server via Streamable HTTP.
+ """
+ if not config.github.mcp_url:
+ logger.warning("GITHUB_MCP_URL not set, GitHub tools will be unavailable")
+
+ logger.info(f"Connecting to GitHub MCP server (Streamable HTTP) at {config.github.mcp_url}")
+
+ # spellchecker:ignore-next-line
+ headers = {"Authorization": f"Bearer {config.github.personal_access_token}"}
+
+ return MCPServerStreamableHTTP(
+ config.github.mcp_url,
+ timeout=60,
+ headers=headers,
+ )
diff --git a/src/sre_agent/core/tools/slack.py b/src/sre_agent/core/tools/slack.py
new file mode 100644
index 00000000..14abcf7f
--- /dev/null
+++ b/src/sre_agent/core/tools/slack.py
@@ -0,0 +1,30 @@
+"""Slack integration using korotovsky/slack-mcp-server."""
+
+import logging
+
+from pydantic_ai.mcp import MCPServerSSE
+from pydantic_ai.toolsets import FilteredToolset
+
+from sre_agent.core.settings import AgentSettings
+
+logger = logging.getLogger(__name__)
+
+# Only these tools are allowed for the agent
+ALLOWED_SLACK_TOOLS = {"conversations_add_message"}
+
+
+def create_slack_mcp_toolset(config: AgentSettings) -> FilteredToolset:
+ """Create Slack MCP server toolset for pydantic-ai.
+
+ Connects to an external Slack MCP server via SSE.
+ """
+ if not config.slack.mcp_url:
+ logger.warning("SLACK_MCP_URL not set, Slack tools will be unavailable")
+
+ logger.info(f"Connecting to Slack MCP server at {config.slack.mcp_url}")
+
+ # Increase timeout to 60s for SSE tools
+ mcp_server = MCPServerSSE(config.slack.mcp_url, timeout=60)
+
+ # Filter to only allowed tools
+ return mcp_server.filtered(filter_func=lambda _ctx, tool: tool.name in ALLOWED_SLACK_TOOLS)
diff --git a/src/sre_agent/run.py b/src/sre_agent/run.py
new file mode 100644
index 00000000..585da872
--- /dev/null
+++ b/src/sre_agent/run.py
@@ -0,0 +1,83 @@
+"""Run the SRE Agent to diagnose errors."""
+
+import asyncio
+import logging
+import os
+import sys
+
+from dotenv import load_dotenv
+
+from sre_agent import diagnose_error
+from sre_agent.config.paths import env_path
+
+load_dotenv(env_path())
+
+# Configure logging to see tool calls and agent thoughts
+logging.basicConfig(level=logging.INFO)
+# Set pydantic_ai to INFO to see agent activity
+logging.getLogger("pydantic_ai").setLevel(logging.INFO)
+
+
+def _load_request_from_args_or_env() -> tuple[str, str, int]:
+ """Load diagnosis inputs from CLI args or environment."""
+ if len(sys.argv) >= 3:
+ log_group = sys.argv[1]
+ service_name = sys.argv[2]
+ time_range_minutes = int(sys.argv[3]) if len(sys.argv) > 3 else 10
+ return log_group, service_name, time_range_minutes
+
+ log_group = os.getenv("LOG_GROUP", "").strip()
+ service_name = os.getenv("SERVICE_NAME", "").strip()
+ if not log_group or not service_name:
+ print("Usage: python -m sre_agent.run [time_range_minutes]")
+ print(
+ "Or set environment variables: LOG_GROUP, SERVICE_NAME, TIME_RANGE_MINUTES (optional)"
+ )
+ raise SystemExit(1)
+
+ raw_time_range = os.getenv("TIME_RANGE_MINUTES", "10").strip()
+ try:
+ time_range_minutes = int(raw_time_range)
+ except ValueError as exc:
+ print("TIME_RANGE_MINUTES must be an integer.")
+ raise SystemExit(1) from exc
+
+ if time_range_minutes <= 0:
+ print("TIME_RANGE_MINUTES must be greater than 0.")
+ raise SystemExit(1)
+ return log_group, service_name, time_range_minutes
+
+
+async def main() -> None:
+ """Run the SRE Agent."""
+ log_group, service_name, time_range_minutes = _load_request_from_args_or_env()
+
+ print(f"Diagnosing errors in {log_group}")
+ print(f"Service: {service_name}")
+ print(f"Time range: last {time_range_minutes} minutes")
+ print("-" * 60)
+
+ try:
+ result = await diagnose_error(
+ log_group=log_group,
+ service_name=service_name,
+ time_range_minutes=time_range_minutes,
+ )
+
+ print("-" * 60)
+ print("DIAGNOSIS RESULT")
+ print("-" * 60)
+ print(f"\nSummary: {result.summary}")
+ print(f"\nRoot cause: {result.root_cause}")
+
+ if result.suggested_fixes:
+ print("\nSuggested fixes:")
+ for fix in result.suggested_fixes:
+ print(f"- {fix.description}")
+ except Exception as exc: # noqa: BLE001
+ print(f"\nFATAL ERROR: {exc}")
+ sys.exit(1)
+
+
+if __name__ == "__main__":
+ asyncio.run(main())
diff --git a/typos.toml b/typos.toml
new file mode 100644
index 00000000..4fcc7e83
--- /dev/null
+++ b/typos.toml
@@ -0,0 +1,22 @@
+[files]
+extend-exclude = [
+ ".gitignore",
+ "LICENSE",
+ "legacy",
+ "*.csv"
+]
+ignore-hidden = true
+ignore-dot = true
+
+[default]
+locale = "en-gb"
+extend-ignore-re = [
+ # Ignore lines that end with `# spellchecker:disable-line`
+ "(?Rm)^.*(#|//)\\s*spellchecker:disable-line$",
+ # Ignore lines with HTML ``
+ "(?Rm)^.*.*$",
+ # Ignore the line after `# spellchecker:ignore-next-line`:
+ "(#|//)\\s*spellchecker:ignore-next-line\\n.*",
+ # Ignore blocks between `# spellchecker:off` and `# spellchecker:on`
+ "(?s)(#|//)\\s*spellchecker:off.*?\\n\\s*(#|//)\\s*spellchecker:on",
+]
diff --git a/uv.lock b/uv.lock
index 5120b808..6645e233 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,14 +1,106 @@
version = 1
revision = 3
-requires-python = ">=3.12, <4.0"
+requires-python = ">=3.13, <4.0"
-[manifest]
-members = [
- "client",
- "firewall",
- "llm",
- "prompt-server",
- "sre-agent",
+[[package]]
+name = "ag-ui-protocol"
+version = "0.1.10"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+ { name = "pydantic" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/67/bb/5a5ec893eea5805fb9a3db76a9888c3429710dfb6f24bbb37568f2cf7320/ag_ui_protocol-0.1.10.tar.gz", hash = "sha256:3213991c6b2eb24bb1a8c362ee270c16705a07a4c5962267a083d0959ed894f4", size = 6945, upload-time = "2025-11-06T15:17:17.068Z" }
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+]
+
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.6.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/26/30/f84a107a9c4331c14b2b586036f40965c128aa4fee4dda5d3d51cb14ad54/aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558", size = 22760, upload-time = "2025-03-12T01:42:48.764Z" }
+wheels = [
+ { url = "https://files.pythonhosted.org/packages/0f/15/5bf3b99495fb160b63f95972b81750f18f7f4e02ad051373b669d17d44f2/aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8", size = 15265, upload-time = "2025-03-12T01:42:47.083Z" },
+]
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+[[package]]
+name = "aiohttp"
+version = "3.13.3"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+ { name = "aiohappyeyeballs" },
+ { name = "aiosignal" },
+ { name = "attrs" },
+ { name = "frozenlist" },
+ { name = "multidict" },
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+]
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From 546d39ae203e28b56d9f02bb6b2b9351bf202998 Mon Sep 17 00:00:00 2001
From: Oscar <25309418+osw282@users.noreply.github.com>
Date: Fri, 13 Feb 2026 16:00:04 +0000
Subject: [PATCH 2/5] Revert "Refactor and Fix ECS Agent Deployment (#152)"
(#153)
This reverts commit 682e47e49fc5d5f0f4e4c8e36a7fe604f7ae54cb.
---
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rename {legacy/sre_agent => sre_agent}/servers/prompt_server/server.py (100%)
rename {legacy/sre_agent => sre_agent}/servers/prompt_server/utils/schemas.py (100%)
rename {legacy/sre_agent => sre_agent}/servers/slack/Dockerfile (100%)
rename {legacy/sre_agent => sre_agent}/servers/slack/README.md (100%)
rename {legacy/sre_agent => sre_agent}/servers/slack/index.ts (100%)
rename {legacy/sre_agent => sre_agent}/servers/slack/package-lock.json (100%)
rename {legacy/sre_agent => sre_agent}/servers/slack/package.json (100%)
rename {legacy/sre_agent => sre_agent}/servers/slack/tsconfig.json (100%)
rename {legacy/sre_agent => sre_agent}/servers/slack/utils/logger.ts (100%)
rename {legacy/sre_agent => sre_agent}/shared/__init__.py (100%)
rename {legacy/sre_agent => sre_agent}/shared/logger.py (93%)
rename {legacy/sre_agent => sre_agent}/shared/py.typed (100%)
rename {legacy/sre_agent => sre_agent}/shared/pyproject.toml (100%)
rename {legacy/sre_agent => sre_agent}/shared/schemas.py (100%)
rename {legacy/sre_agent => sre_agent}/tsconfig.json (100%)
rename {legacy/tests => tests}/__init__.py (100%)
rename {legacy/tests => tests}/security_tests/test_guardrails.py (99%)
rename {legacy/tests => tests}/security_tests/test_input_validation.py (99%)
rename {legacy/tests => tests}/unit_tests/test_adapters.py (100%)
delete mode 100644 typos.toml
diff --git a/legacy/.dockerignore b/.dockerignore
similarity index 100%
rename from legacy/.dockerignore
rename to .dockerignore
diff --git a/.gitignore b/.gitignore
index 15d6abce..45a11fa2 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,6 +1,6 @@
# Byte-compiled / optimized / DLL files
__pycache__/
-*.py[codz]
+*.py[cod]
*$py.class
# C extensions
@@ -27,8 +27,8 @@ share/python-wheels/
MANIFEST
# PyInstaller
-# Usually these files are written by a python script from a template
-# before PyInstaller builds the exe, so as to inject date/other infos into it.
+# Usually these files are written by a python script from a template
+# before PyInstaller builds the exe, so as to inject date/other infos into it.
*.manifest
*.spec
@@ -46,7 +46,7 @@ htmlcov/
nosetests.xml
coverage.xml
*.cover
-*.py.cover
+*.py,cover
.hypothesis/
.pytest_cache/
cover/
@@ -92,37 +92,22 @@ ipython_config.py
# However, in case of collaboration, if having platform-specific dependencies or dependencies
# having no cross-platform support, pipenv may install dependencies that don't work, or not
# install all needed dependencies.
-# Pipfile.lock
-
-# UV
-# Similar to Pipfile.lock, it is generally recommended to include uv.lock in version control.
-# This is especially recommended for binary packages to ensure reproducibility, and is more
-# commonly ignored for libraries.
-# uv.lock
+#Pipfile.lock
# poetry
# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
# This is especially recommended for binary packages to ensure reproducibility, and is more
# commonly ignored for libraries.
# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
-# poetry.lock
-# poetry.toml
+#poetry.lock
# pdm
# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
-# pdm recommends including project-wide configuration in pdm.toml, but excluding .pdm-python.
-# https://pdm-project.org/en/latest/usage/project/#working-with-version-control
-# pdm.lock
-# pdm.toml
-.pdm-python
-.pdm-build/
-
-# pixi
-# Similar to Pipfile.lock, it is generally recommended to include pixi.lock in version control.
-# pixi.lock
-# Pixi creates a virtual environment in the .pixi directory, just like venv module creates one
-# in the .venv directory. It is recommended not to include this directory in version control.
-.pixi
+#pdm.lock
+# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+# in version control.
+# https://pdm.fming.dev/#use-with-ide
+.pdm.toml
# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
__pypackages__/
@@ -131,25 +116,11 @@ __pypackages__/
celerybeat-schedule
celerybeat.pid
-# Redis
-*.rdb
-*.aof
-*.pid
-
-# RabbitMQ
-mnesia/
-rabbitmq/
-rabbitmq-data/
-
-# ActiveMQ
-activemq-data/
-
# SageMath parsed files
*.sage.py
# Environments
.env
-.envrc
.venv
env/
venv/
@@ -182,38 +153,103 @@ dmypy.json
cython_debug/
# PyCharm
-# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
-# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
-# and can be added to the global gitignore or merged into this file. For a more nuclear
-# option (not recommended) you can uncomment the following to ignore the entire idea folder.
-# .idea/
-
-# Abstra
-# Abstra is an AI-powered process automation framework.
-# Ignore directories containing user credentials, local state, and settings.
-# Learn more at https://abstra.io/docs
-.abstra/
-
-# Visual Studio Code
-# Visual Studio Code specific template is maintained in a separate VisualStudioCode.gitignore
-# that can be found at https://github.com/github/gitignore/blob/main/Global/VisualStudioCode.gitignore
-# and can be added to the global gitignore or merged into this file. However, if you prefer,
-# you could uncomment the following to ignore the entire vscode folder
-# .vscode/
-
-# Ruff stuff:
-.ruff_cache/
-
-# PyPI configuration file
-.pypirc
-
-# Marimo
-marimo/_static/
-marimo/_lsp/
-__marimo__/
-
-# Streamlit
-.streamlit/secrets.toml
-
-# .DS_Store
+# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+# and can be added to the global gitignore or merged into this file. For a more nuclear
+# option (not recommended) you can uncomment the following to ignore the entire idea folder.
+.idea/
+
+### macOS ###
+# General
.DS_Store
+.AppleDouble
+.LSOverride
+
+# Icon must end with two \r
+Icon
+
+
+# Thumbnails
+._*
+
+# Files that might appear in the root of a volume
+.DocumentRevisions-V100
+.fseventsd
+.Spotlight-V100
+.TemporaryItems
+.Trashes
+.VolumeIcon.icns
+.com.apple.timemachine.donotpresent
+
+# Directories potentially created on remote AFP share
+.AppleDB
+.AppleDesktop
+Network Trash Folder
+Temporary Items
+.apdisk
+
+### macOS Patch ###
+# iCloud generated files
+*.icloud
+
+### Linux ###
+*~
+
+# temporary files which can be created if a process still has a handle open of a deleted file
+.fuse_hidden*
+
+# KDE directory preferences
+.directory
+
+# Linux trash folder which might appear on any partition or disk
+.Trash-*
+
+# .nfs files are created when an open file is removed but is still being accessed
+.nfs*
+
+### Windows ###
+# Windows thumbnail cache files
+Thumbs.db
+Thumbs.db:encryptable
+ehthumbs.db
+ehthumbs_vista.db
+
+# Dump file
+*.stackdump
+
+# Folder config file
+[Dd]esktop.ini
+
+# Recycle Bin used on file shares
+$RECYCLE.BIN/
+
+# Windows Installer files
+*.cab
+*.msi
+*.msix
+*.msm
+*.msp
+
+# Windows shortcuts
+*.lnk
+
+*node_modules
+
+# Terraform
+.terraform
+*.tfstate
+*.tfstate.*
+
+# Ignore Helm dependencies
+charts/*/Chart.lock
+charts/*/tmpcharts/
+
+# Helm-generated files
+*.tgz
+Chart.lock
+tmpcharts/
+
+# Ignore Helm release artifacts
+.release-name/
+
+*values-secrets.yaml
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index f8442b80..7ebe4edb 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -2,7 +2,7 @@ fail_fast: false
repos:
- repo: https://github.com/pre-commit/pre-commit-hooks
- rev: v6.0.0
+ rev: v4.5.0
hooks:
- id: check-toml
- id: check-yaml
@@ -18,16 +18,18 @@ repos:
- id: check-case-conflict
- id: requirements-txt-fixer
- - repo: https://github.com/astral-sh/ruff-pre-commit
+ - repo: https://github.com/psf/black
+ rev: 23.10.1
+ hooks:
+ - id: black
+ args: [--config=pyproject.toml]
+
+ - repo: https://github.com/charliermarsh/ruff-pre-commit
# Ruff version.
- rev: v0.14.14
+ rev: "v0.1.2"
hooks:
- # Run the linter.
- - id: ruff-check
- args: [--fix, --config=ruff.toml]
- # Run the formatter.
- - id: ruff-format
- args: [--config=ruff.toml]
+ - id: ruff
+ args: [--fix, --exit-non-zero-on-fix, "--config=pyproject.toml"] # enable autofix
- repo: local
hooks:
@@ -36,21 +38,22 @@ repos:
entry: mypy
language: system
types: [python]
- args: ["--config-file=mypy.ini"]
- exclude: ^legacy/
+ args: ["--config-file=pyproject.toml", "--ignore-missing-imports"]
+ exclude: '.*__init__\.py|tests'
- repo: https://github.com/crate-ci/typos
- rev: v1.42.1
+ rev: v1.32.0
hooks:
- id: typos
- args: [--config=typos.toml]
+ args: [--config=pyproject.toml]
pass_filenames: false
- repo: https://github.com/PyCQA/bandit
- rev: 1.9.3
+ rev: 1.7.8
hooks:
- id: bandit
- args: ["-c", "bandit.yaml"]
+ args: ["--config=pyproject.toml"]
+ additional_dependencies: ["bandit[toml]"]
- repo: local
hooks:
diff --git a/.typos.toml b/.typos.toml
new file mode 100644
index 00000000..00de7baf
--- /dev/null
+++ b/.typos.toml
@@ -0,0 +1,16 @@
+[default.extend-words]
+"sanitized" = "sanitized"
+"organization" = "organization"
+"Math" = "Math"
+"Initializes" = "Initializes"
+"utilize" = "utilize"
+"labeled" = "labeled"
+"Initialized" = "Initialized"
+"initialize" = "initialize"
+"authorize" = "authorize"
+"color" = "color"
+"colors" = "colors"
+"colorize" = "colorize"
+"Colored" = "Colored"
+"Authorization" = "Authorization"
+"Artifact" = "Artifact"
diff --git a/AGENTS.md b/AGENTS.md
deleted file mode 100644
index 9fe4e410..00000000
--- a/AGENTS.md
+++ /dev/null
@@ -1,35 +0,0 @@
-# AGENTS.md
-
-## Do
-- Always use Context7 MCP when I need library/API documentation, code generation, setup or configuration steps without me having to explicitly ask.
-- Keep code simple, with a strong focus on readability and maintainability.
-- Use UK English.
-- No em dashes in comments and documentations.
-
-## Functions
-- Keep each function concise, easy to read, and clearly named.
-- Avoid functions that handle multiple responsibilities. Break them into smaller units unless there is a sensible trade off.
-- Prioritise on readability, maintainability, reusability, and testability.
-
-## Docstrings
-- Keep module-level and script top-level docstrings to a single line.
-- Use Google-style docstrings.
-- Do not include types for arguments.
-- Keep docstrings concise and only include what is necessary to help readers understand the function or class.
-
-### Docstrings Example
-```
-def function_with_pep484_type_annotations(param1: int, param2: str) -> bool:
- """Example function with PEP 484 type annotations.
-
- Important note.
-
- Args:
- param1: The first parameter.
- param2: The second parameter.
-
- Returns:
- The return value. True for success, False otherwise.
-
- """
-```
diff --git a/DEVELOPMENT.md b/DEVELOPMENT.md
index bde05bbe..387e158a 100644
--- a/DEVELOPMENT.md
+++ b/DEVELOPMENT.md
@@ -1,79 +1,53 @@
-# DEVELOPER README
+# Developer Readme
-This document is for developers of sre-agent, specifically for v0.2.0.
+This document contains documentation intended for developers of sre-agent.
-## To start the agent
+Pre-requisites:
-Run the CLI once and complete the configuration wizard to create the user `.env` file in the platform config directory.
+- [Docker](https://docs.docker.com/engine/install/)
-Start the agent server and the Slack MCP server:
-```bash
-docker compose up -d
-```
+> Note: In order for the pre-commit hooks to function properly, your Docker daemon should be running during setup.
-Trigger an error on the [store](http://aea33d77009704f67b39fe82a5c41aab-398063840.eu-west-2.elb.amazonaws.com/) by adding loaf to the cart, or change the currency from EUR to GBP. (Note, there is an bug that errors might take some time to be indexed so if you trigger the agent immediately after you cause an error it might not be able to find the log.)
-
-Trigger the locally running agent:
-```bash
-uv run python run.py /aws/containerinsights/no-loafers-for-you/application cartservice
-```
+## Developer environment setup
-Or:
+To work on the sre-agent as a developer, you'll need to configure your local development environment. You can do this by simply running:
```bash
-uv run python run.py /aws/containerinsights/no-loafers-for-you/application currencyservice
+make project-setup
```
+This will install Python `3.12` using PyEnv, create a virtual environment using uv, and install the pre-commit hooks.
-## Adding a New Tool
+> Note: The `project-setup` process will check whether `pre-commits`, and `uv` are installed. If not, it will ask to install them on your behalf as they're required to use this template.
-When adding a new tool/integration, follow one of these patterns:
-### Option 1: MCP Server
+A Makefile is just a usual text file to define a set of rules or instructions to run which can be run using the `make` command. To see the available make commands:
+```bash
+make help
+```
-If an MCP server exists for the service, you can use that. No interface implementation is needed.
+## Changes to the cli
-```python
-# tools/example.py
-from pydantic_ai.mcp import MCPServerStdio
-from sre_agent.core.settings import AgentSettings
+If you’ve made updates to the CLI code, you can install it locally by running:
-def create_example_mcp_toolset(config: AgentSettings) -> MCPServerStdio:
- return MCPServerStdio(
- "docker",
- args=["run", "-i", "--rm", "-e", f"TOKEN={config.example.token}", "mcp/example"],
- timeout=30,
- )
+```bash
+source .venv/bin/activate && pip install -e .
```
-**Examples:** `github.py`, `slack.py`
+Then test your changes by starting the CLI with:
-### Option 2: Direct API
-
-Use this when no MCP server is available. You must implement the relevant interface.
+```bash
+sre-agent
+```
-```python
-# tools/example.py
-from sre_agent.interfaces import LoggingInterface
-from sre_agent.models import LogQueryResult
+## Testing
-class ExampleLogging(LoggingInterface):
- async def query_errors(
- self,
- source: str,
- service_name: str,
- time_range_minutes: int = 10,
- ) -> LogQueryResult:
- # Implementation using direct API calls
- ...
+With the uv shell active (see above), you can run all the tests using:
-def create_example_toolset(config: AgentSettings) -> FunctionToolset:
- toolset = FunctionToolset()
- impl = ExampleLogging(config.example.api_key)
+```bash
+make tests
+```
- @toolset.tool
- async def search_logs(...) -> LogQueryResult:
- return await impl.query_errors(...)
+Or specific tests:
- return toolset
+```bash
+python -m pytest tests/test_dummy.py
```
-
-**Examples:** `cloudwatch.py`
diff --git a/Dockerfile b/Dockerfile
deleted file mode 100644
index 1b7f1567..00000000
--- a/Dockerfile
+++ /dev/null
@@ -1,37 +0,0 @@
-# SRE Agent Container
-# Multi-stage build for smaller image size
-
-FROM ghcr.io/astral-sh/uv:python3.13-bookworm-slim AS builder
-
-WORKDIR /app
-
-# Copy dependency files
-COPY pyproject.toml uv.lock README.md ./
-
-# Install dependencies (without the project itself)
-RUN uv sync --frozen --no-install-project
-
-# Copy source code
-COPY src/ src/
-
-# Install the project
-RUN uv sync --frozen
-
-
-FROM python:3.13-slim-bookworm AS runtime
-
-WORKDIR /app
-
-# Copy the virtual environment from builder
-COPY --from=builder /app/.venv /app/.venv
-
-# Copy source code (needed for prompt files)
-COPY --from=builder /app/src /app/src
-
-# Set environment variables
-ENV PATH="/app/.venv/bin:$PATH"
-ENV PYTHONUNBUFFERED=1
-ENV PYTHONDONTWRITEBYTECODE=1
-
-# Run one diagnosis job and then exit
-CMD ["python", "-m", "sre_agent.run"]
diff --git a/legacy/Makefile b/Makefile
similarity index 100%
rename from legacy/Makefile
rename to Makefile
diff --git a/README.md b/README.md
index c309b133..a726e458 100644
--- a/README.md
+++ b/README.md
@@ -1,9 +1,251 @@
-
+
🚀 Site Reliability Engineer (SRE) Agent :detective:
-WIP.
+Welcome to the **SRE Agent** project! This open-source AI agent helps you debug, keep your systems on Kubernetes healthy, and make your DevOps life easier.
-To run the agent locally, use the CLI and follow the prompts: `uv run sre-agent`.
+Now powered by a **command-line interface (CLI)**, you can interact directly with the agent from your terminal. Plug in your Kubernetes cluster, GitHub repo, and let the agent handle the heavy lifting, diagnosing, reporting, and keeping your team in the loop.
-For direct local diagnostics without the CLI, start the Slack MCP container with `docker compose up -d slack`, then run the module with a log group, service name, and time window in minutes, for example: `uv run python -m sre_agent.run /aws/containerinsights/no-loafers-for-you/application currencyservice 10`.
+## 🌟 What is SRE Agent?
+
+SRE Agent is your AI-powered teammate for monitoring application and infrastructure logs, diagnosing issues, and reporting diagnostics after errors. With the new CLI, it’s easier than ever to connect the agent into your stack and start focusing on building instead of firefighting.
+
+
+
+## 🤔 Why Did We Build This?
+
+We wanted to learn best practices, costs, security, and performance tips for AI agents in production. Our journey is open-source, check out our [Production Journey Page](/docs/production-journey.md) and [Agent Architecture Page](/docs/agent-architecture.md) for the full story.
+
+We've been writing blogs and sharing our learnings along the way. Check out our [blog](https://www.fuzzylabs.ai/blog) for insights and updates.
+
+> **Contributions welcome!** [Join us](CONTRIBUTING.md) and help shape the future of AI-powered SRE.
+
+## ✨ Features
+
+- 🕵️♂️ **Root Cause Debugging** – Finds the real reason behind app and system errors
+- 📜 **Kubernetes Logs** – Queries your cluster for logs and info
+- 🔍 **GitHub Search** – Digs through your codebase for bugs
+- 🚦 **CLI Powered** – Interact with the agent directly from your terminal, with guided setup and zero manual image building required. Run diagnostics, manage integrations, and get insights without leaving the CLI.
+
+> Powered by the [Model Context Protocol (MCP)](https://github.com/modelcontextprotocol) for seamless LLM-to-tool connectivity.
+
+## 🤖 Supported LLM Providers
+
+The SRE Agent currently supports:
+
+### Anthropic
+- **Models**: e.g. "claude-4-0-sonnet-latest"
+- **Setup**: Requires `ANTHROPIC_API_KEY`
+
+
+## 🛠️ Prerequisites
+
+- Python 3.12 or higher
+- An app deployed on AWS EKS (Elastic Kubernetes Service)
+- Anthropic API key
+
+## ⚡ Quick Start (5 minutes)
+
+### 1️⃣ Install the SRE Agent CLI
+```bash
+pip install sre-agent
+```
+
+### 2️⃣ Start the agent
+```bash
+sre-agent
+```
+
+This is what you’ll see when the agent starts up for the first time.
+
+
+
+### 3️⃣ Follow the guided setup to finish configuring the agent
+
+#### Step 1️⃣: AWS
+
+The first step is setting up your AWS credentials so the agent can access the cluster where your app is deployed.
+
+
+
+From your AWS portal, click **Access keys**:
+
+
+
+Copy the credentials shown under **Option 2** and paste them into the CLI.
+
+⚠️ Note: After pasting your credentials, you’ll need to press **Enter twice** to confirm.
+
+
+
+Next, provide your **cluster name**. This should be the cluster where your app is deployed and where you want to monitor your deployments.
+
+Once entered, the agent will automatically test the connection to the cluster using the credentials you provided.
+
+Select the specific services you want to monitor by using a list such as [2,6,7] or all of them if you would like,
+
+
+
+#### Step 2️⃣: GitHub Integration
+
+We will need to configure github access with a pat token so that the agent can read your repository and look at the code to find out what's causing the error.
+
+Follow the guided step, this should be straight forward:
+
+
+
+### 3️⃣ Follow the guided setup to finish configuring the agent
+
+#### Step 1️⃣: AWS Setup
+
+Start by configuring your AWS credentials so the agent can access the cluster where your app is deployed.
+
+
+
+From your AWS portal, click **Access keys**:
+
+
+
+Copy the credentials shown under **Option 2** and paste them into the CLI.
+
+⚠️ Note: After pasting your credentials, press **Enter twice** to confirm.
+
+
+
+Next, enter your **cluster name**. This should be the cluster where your app is deployed and where you want to monitor your deployments.
+
+The agent will then test the connection to the cluster using the credentials you provided.
+
+After that, select the specific services you want to monitor. You can choose by index (for example, `[2,6,7]`) or select all of them.
+
+
+
+---
+
+#### Step 2️⃣: GitHub Integration
+
+Next, configure GitHub access using a Personal Access Token (PAT). This allows the agent to read your repository and inspect the code when diagnosing issues.
+
+Follow the guided step in the CLI—it’s straightforward:
+
+
+
+---
+
+#### Step 3️⃣: Anthropic API Key
+
+Finally, provide your **Anthropic API key**, which will be used as the model provider powering the agent.
+
+
+
+### 4️⃣ Start diagnosing issues
+
+You’re now inside the `sre-agent` CLI and ready to run diagnostics.
+
+For example, if your cluster has a service named `currencyservice`, you can run:
+
+```bash
+diagnose currencyservice
+```
+
+
+
+When the diagnosing is completed, you should see the result inside the cli.
+
+To exit the agent, just run the `exit` command.
+
+## ⚙️ Configuration & Add-Ons
+
+You can use the `config` command to set up options such as the cluster name, GitHub settings, and model providers. It also lets you enable additional add-ons, like sending diagnostic results to Slack or activating the Llama Firewall.
+
+
+
+## 🔧 For Developers
+
+
+📦 Development Workflow
+
+### Project Structure
+This is a uv workspace with multiple Python services and TypeScript MCP servers:
+- `sre_agent/client/`: FastAPI orchestrator (Python)
+- `sre_agent/llm/`: LLM service with multi-provider support (Python)
+- `sre_agent/firewall/`: Llama Prompt Guard security layer (Python)
+- `sre_agent/servers/mcp-server-kubernetes/`: Kubernetes operations (TypeScript)
+- `sre_agent/servers/github/`: GitHub API integration (TypeScript)
+- `sre_agent/servers/slack/`: Slack notifications (TypeScript)
+- `sre_agent/servers/prompt_server/`: Structured prompts (Python)
+- `sre_agent/cli/`: The Python CLI that powers the agent (Python)
+
+### Development Commands
+```bash
+make project-setup # Install uv, create venv, install pre-commit hooks
+make check # Run linting, pre-commit hooks, and lock file check
+make tests # Run pytest with coverage
+make license-check # Verify dependency licenses
+```
+
+### TypeScript MCP Servers
+```bash
+# Kubernetes MCP server
+cd sre_agent/servers/mcp-server-kubernetes
+npm run build && npm run test
+
+# GitHub/Slack MCP servers
+cd sre_agent/servers/github # or /slack
+npm run build && npm run watch
+```
+
+### The CLI
+
+At a high level, there are two main parts you can work on:
+- The **CLI**, which you can think of as the “front end.”
+- The **agents/MCP servers**, which run in the background.
+
+If you want to work on the CLI, you can install and run it locally with:
+
+```bash
+source .venv/bin/activate && pip install -e .
+```
+
+### Agents/MCP Servers
+
+If you’re working on the MCP servers, you’ll need to rebuild the Docker images for any server you modify.
+
+We provide two Compose files:
+
+- [compose.agent.yaml](compose.agent.yaml): uses images hosted on GHCR
+
+- [compose.dev.yaml](compose.dev.yaml): uses images built locally on your machine
+
+To test local changes, start the sre-agent with the --dev flag:
+
+```bash
+sre-agent --dev
+```
+
+This will start the agent using the [compose.dev.yaml](compose.dev.yaml) file.
+
+
+
+## 📚 Documentation
+
+Find all the docs you need in the [docs](docs) folder:
+
+- [Creating an IAM Role](docs/creating-an-iam-role.md)
+- [ECR Setup Steps](docs/ecr-setup.md)
+- [Agent Architecture](docs/agent-architecture.md)
+- [Production Journey](docs/production-journey.md)
+
+## 🙏 Acknowledgements & Attribution
+
+Big thanks to:
+
+- [Suyog Sonwalkar](https://github.com/Flux159) for the [Kubernetes MCP server](/sre_agent/servers/mcp-server-kubernetes/)
+- [Anthropic's Model Context Protocol team](https://github.com/modelcontextprotocol) for the [Slack](/sre_agent/servers/slack/) and [GitHub](/sre_agent/servers/github/) MCP servers
+
+## :book: Blogs
+
+Check out our blog posts for insights and updates:
+
+- [Bringing Agentic AI into the Real World](https://www.fuzzylabs.ai/blog-post/bringing-agentic-ai-into-the-real-world)
+- [How We're Building an Autonomous SRE with FastMCP](https://www.fuzzylabs.ai/blog-post/how-were-building-an-autonomous-sre-with-fastmcp)
diff --git a/bandit.yaml b/bandit.yaml
deleted file mode 100644
index b6180fd4..00000000
--- a/bandit.yaml
+++ /dev/null
@@ -1 +0,0 @@
-exclude_dirs: ['legacy']
diff --git a/legacy/compose.agent.yaml b/compose.agent.yaml
similarity index 100%
rename from legacy/compose.agent.yaml
rename to compose.agent.yaml
diff --git a/legacy/compose.dev.yaml b/compose.dev.yaml
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rename from legacy/compose.dev.yaml
rename to compose.dev.yaml
diff --git a/docker-compose.yaml b/docker-compose.yaml
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index 9839e64f..00000000
--- a/docker-compose.yaml
+++ /dev/null
@@ -1,46 +0,0 @@
-# Docker Compose for SRE Agent and MCP server sidecars.
-#
-# Start with: docker compose up -d
-# Logs: docker compose logs -f sre-agent
-
-name: sre-agent
-
-services:
- # SRE Agent (FastAPI)
- sre-agent:
- build:
- context: .
- dockerfile: Dockerfile
- ports:
- - "8000:8000"
- environment:
- # LLM Provider
- - ANTHROPIC_API_KEY=${ANTHROPIC_API_KEY}
- - MODEL=${MODEL:-claude-sonnet-4-5-20250929}
- # AWS
- - AWS_REGION=${AWS_REGION}
- - AWS_ACCESS_KEY_ID=${AWS_ACCESS_KEY_ID}
- - AWS_SECRET_ACCESS_KEY=${AWS_SECRET_ACCESS_KEY}
- - AWS_SESSION_TOKEN=${AWS_SESSION_TOKEN}
- # Slack MCP (SSE sidecar)
- - SLACK_CHANNEL_ID=${SLACK_CHANNEL_ID}
- - SLACK_MCP_URL=http://slack:13080/sse
- # GitHub MCP (Remote)
- - GITHUB_PERSONAL_ACCESS_TOKEN=${GITHUB_PERSONAL_ACCESS_TOKEN}
- - GITHUB_MCP_URL=https://api.githubcopilot.com/mcp/
- depends_on:
- slack:
- condition: service_started
- restart: unless-stopped
-
- # Slack MCP Server (korotovsky/slack-mcp-server)
- slack:
- image: ghcr.io/korotovsky/slack-mcp-server:latest
- environment:
- - SLACK_MCP_XOXB_TOKEN=${SLACK_BOT_TOKEN}
- - SLACK_MCP_ADD_MESSAGE_TOOL=${SLACK_CHANNEL_ID}
- - SLACK_MCP_HOST=0.0.0.0
- - SLACK_MCP_PORT=13080
- restart: unless-stopped
- ports:
- - "13080:13080"
diff --git a/legacy/docs/agent-architecture.md b/docs/agent-architecture.md
similarity index 100%
rename from legacy/docs/agent-architecture.md
rename to docs/agent-architecture.md
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diff --git a/legacy/docs/imgs/running_locally/config.png b/docs/imgs/running_locally/config.png
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diff --git a/legacy/docs/production-journey.md b/docs/production-journey.md
similarity index 100%
rename from legacy/docs/production-journey.md
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diff --git a/legacy/.gitignore b/legacy/.gitignore
deleted file mode 100644
index 45a11fa2..00000000
--- a/legacy/.gitignore
+++ /dev/null
@@ -1,255 +0,0 @@
-# Byte-compiled / optimized / DLL files
-__pycache__/
-*.py[cod]
-*$py.class
-
-# C extensions
-*.so
-
-# Distribution / packaging
-.Python
-build/
-develop-eggs/
-dist/
-downloads/
-eggs/
-.eggs/
-lib/
-lib64/
-parts/
-sdist/
-var/
-wheels/
-share/python-wheels/
-*.egg-info/
-.installed.cfg
-*.egg
-MANIFEST
-
-# PyInstaller
-# Usually these files are written by a python script from a template
-# before PyInstaller builds the exe, so as to inject date/other infos into it.
-*.manifest
-*.spec
-
-# Installer logs
-pip-log.txt
-pip-delete-this-directory.txt
-
-# Unit test / coverage reports
-htmlcov/
-.tox/
-.nox/
-.coverage
-.coverage.*
-.cache
-nosetests.xml
-coverage.xml
-*.cover
-*.py,cover
-.hypothesis/
-.pytest_cache/
-cover/
-
-# Translations
-*.mo
-*.pot
-
-# Django stuff:
-*.log
-local_settings.py
-db.sqlite3
-db.sqlite3-journal
-
-# Flask stuff:
-instance/
-.webassets-cache
-
-# Scrapy stuff:
-.scrapy
-
-# Sphinx documentation
-docs/_build/
-
-# PyBuilder
-.pybuilder/
-target/
-
-# Jupyter Notebook
-.ipynb_checkpoints
-
-# IPython
-profile_default/
-ipython_config.py
-
-# pyenv
-# For a library or package, you might want to ignore these files since the code is
-# intended to run in multiple environments; otherwise, check them in:
-# .python-version
-
-# pipenv
-# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
-# However, in case of collaboration, if having platform-specific dependencies or dependencies
-# having no cross-platform support, pipenv may install dependencies that don't work, or not
-# install all needed dependencies.
-#Pipfile.lock
-
-# poetry
-# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
-# This is especially recommended for binary packages to ensure reproducibility, and is more
-# commonly ignored for libraries.
-# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
-#poetry.lock
-
-# pdm
-# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
-#pdm.lock
-# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
-# in version control.
-# https://pdm.fming.dev/#use-with-ide
-.pdm.toml
-
-# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
-__pypackages__/
-
-# Celery stuff
-celerybeat-schedule
-celerybeat.pid
-
-# SageMath parsed files
-*.sage.py
-
-# Environments
-.env
-.venv
-env/
-venv/
-ENV/
-env.bak/
-venv.bak/
-
-# Spyder project settings
-.spyderproject
-.spyproject
-
-# Rope project settings
-.ropeproject
-
-# mkdocs documentation
-/site
-
-# mypy
-.mypy_cache/
-.dmypy.json
-dmypy.json
-
-# Pyre type checker
-.pyre/
-
-# pytype static type analyzer
-.pytype/
-
-# Cython debug symbols
-cython_debug/
-
-# PyCharm
-# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
-# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
-# and can be added to the global gitignore or merged into this file. For a more nuclear
-# option (not recommended) you can uncomment the following to ignore the entire idea folder.
-.idea/
-
-### macOS ###
-# General
-.DS_Store
-.AppleDouble
-.LSOverride
-
-# Icon must end with two \r
-Icon
-
-
-# Thumbnails
-._*
-
-# Files that might appear in the root of a volume
-.DocumentRevisions-V100
-.fseventsd
-.Spotlight-V100
-.TemporaryItems
-.Trashes
-.VolumeIcon.icns
-.com.apple.timemachine.donotpresent
-
-# Directories potentially created on remote AFP share
-.AppleDB
-.AppleDesktop
-Network Trash Folder
-Temporary Items
-.apdisk
-
-### macOS Patch ###
-# iCloud generated files
-*.icloud
-
-### Linux ###
-*~
-
-# temporary files which can be created if a process still has a handle open of a deleted file
-.fuse_hidden*
-
-# KDE directory preferences
-.directory
-
-# Linux trash folder which might appear on any partition or disk
-.Trash-*
-
-# .nfs files are created when an open file is removed but is still being accessed
-.nfs*
-
-### Windows ###
-# Windows thumbnail cache files
-Thumbs.db
-Thumbs.db:encryptable
-ehthumbs.db
-ehthumbs_vista.db
-
-# Dump file
-*.stackdump
-
-# Folder config file
-[Dd]esktop.ini
-
-# Recycle Bin used on file shares
-$RECYCLE.BIN/
-
-# Windows Installer files
-*.cab
-*.msi
-*.msix
-*.msm
-*.msp
-
-# Windows shortcuts
-*.lnk
-
-*node_modules
-
-# Terraform
-.terraform
-*.tfstate
-*.tfstate.*
-
-# Ignore Helm dependencies
-charts/*/Chart.lock
-charts/*/tmpcharts/
-
-# Helm-generated files
-*.tgz
-Chart.lock
-tmpcharts/
-
-# Ignore Helm release artifacts
-.release-name/
-
-*values-secrets.yaml
diff --git a/legacy/README.md b/legacy/README.md
deleted file mode 100644
index 1ecd466d..00000000
--- a/legacy/README.md
+++ /dev/null
@@ -1,251 +0,0 @@
-
- 🚀 Site Reliability Engineer (SRE) Agent :detective:
-
-
-Welcome to the **SRE Agent** project! This open-source AI agent helps you debug, keep your systems on Kubernetes healthy, and make your DevOps life easier.
-
-Now powered by a **command-line interface (CLI)**, you can interact directly with the agent from your terminal. Plug in your Kubernetes cluster, GitHub repo, and let the agent handle the heavy lifting, diagnosing, reporting, and keeping your team in the loop.
-
-## 🌟 What is SRE Agent?
-
-SRE Agent is your AI-powered teammate for monitoring application and infrastructure logs, diagnosing issues, and reporting diagnostics after errors. With the new CLI, it’s easier than ever to connect the agent into your stack and start focusing on building instead of firefighting.
-
-
-
-## 🤔 Why Did We Build This?
-
-We wanted to learn best practices, costs, security, and performance tips for AI agents in production. Our journey is open-source, check out our [Production Journey Page](/docs/production-journey.md) and [Agent Architecture Page](/docs/agent-architecture.md) for the full story.
-
-We've been writing blogs and sharing our learnings along the way. Check out our [blog](https://www.fuzzylabs.ai/blog) for insights and updates.
-
-> **Contributions welcome!** [Join us](CONTRIBUTING.md) and help shape the future of AI-powered SRE.
-
-## ✨ Features
-
-- 🕵️♂️ **Root Cause Debugging** – Finds the real reason behind app and system errors
-- 📜 **Kubernetes Logs** – Queries your cluster for logs and info
-- 🔍 **GitHub Search** – Digs through your codebase for bugs
-- 🚦 **CLI Powered** – Interact with the agent directly from your terminal, with guided setup and zero manual image building required. Run diagnostics, manage integrations, and get insights without leaving the CLI.
-
-> Powered by the [Model Context Protocol (MCP)](https://github.com/modelcontextprotocol) for seamless LLM-to-tool connectivity.
-
-## 🤖 Supported LLM Providers
-
-The SRE Agent currently supports:
-
-### Anthropic
-- **Models**: e.g. "claude-4-0-sonnet-latest"
-- **Setup**: Requires `ANTHROPIC_API_KEY`
-
-
-## 🛠️ Prerequisites
-
-- Python 3.12 or higher
-- An app deployed on AWS EKS (Elastic Kubernetes Service)
-- Anthropic API key
-
-## ⚡ Quick Start (5 minutes)
-
-### 1️⃣ Install the SRE Agent CLI
-```bash
-pip install sre-agent
-```
-
-### 2️⃣ Start the agent
-```bash
-sre-agent
-```
-
-This is what you’ll see when the agent starts up for the first time.
-
-
-
-### 3️⃣ Follow the guided setup to finish configuring the agent
-
-#### Step 1️⃣: AWS
-
-The first step is setting up your AWS credentials so the agent can access the cluster where your app is deployed.
-
-
-
-From your AWS portal, click **Access keys**:
-
-
-
-Copy the credentials shown under **Option 2** and paste them into the CLI.
-
-⚠️ Note: After pasting your credentials, you’ll need to press **Enter twice** to confirm.
-
-
-
-Next, provide your **cluster name**. This should be the cluster where your app is deployed and where you want to monitor your deployments.
-
-Once entered, the agent will automatically test the connection to the cluster using the credentials you provided.
-
-Select the specific services you want to monitor by using a list such as [2,6,7] or all of them if you would like,
-
-
-
-#### Step 2️⃣: GitHub Integration
-
-We will need to configure github access with a pat token so that the agent can read your repository and look at the code to find out what's causing the error.
-
-Follow the guided step, this should be straight forward:
-
-
-
-### 3️⃣ Follow the guided setup to finish configuring the agent
-
-#### Step 1️⃣: AWS Setup
-
-Start by configuring your AWS credentials so the agent can access the cluster where your app is deployed.
-
-
-
-From your AWS portal, click **Access keys**:
-
-
-
-Copy the credentials shown under **Option 2** and paste them into the CLI.
-
-⚠️ Note: After pasting your credentials, press **Enter twice** to confirm.
-
-
-
-Next, enter your **cluster name**. This should be the cluster where your app is deployed and where you want to monitor your deployments.
-
-The agent will then test the connection to the cluster using the credentials you provided.
-
-After that, select the specific services you want to monitor. You can choose by index (for example, `[2,6,7]`) or select all of them.
-
-
-
----
-
-#### Step 2️⃣: GitHub Integration
-
-Next, configure GitHub access using a Personal Access Token (PAT). This allows the agent to read your repository and inspect the code when diagnosing issues.
-
-Follow the guided step in the CLI—it’s straightforward:
-
-
-
----
-
-#### Step 3️⃣: Anthropic API Key
-
-Finally, provide your **Anthropic API key**, which will be used as the model provider powering the agent.
-
-
-
-### 4️⃣ Start diagnosing issues
-
-You’re now inside the `sre-agent` CLI and ready to run diagnostics.
-
-For example, if your cluster has a service named `currencyservice`, you can run:
-
-```bash
-diagnose currencyservice
-```
-
-
-
-When the diagnosing is completed, you should see the result inside the cli.
-
-To exit the agent, just run the `exit` command.
-
-## ⚙️ Configuration & Add-Ons
-
-You can use the `config` command to set up options such as the cluster name, GitHub settings, and model providers. It also lets you enable additional add-ons, like sending diagnostic results to Slack or activating the Llama Firewall.
-
-
-
-## 🔧 For Developers
-
-
-📦 Development Workflow
-
-### Project Structure
-This is a uv workspace with multiple Python services and TypeScript MCP servers:
-- `sre_agent/client/`: FastAPI orchestrator (Python)
-- `sre_agent/llm/`: LLM service with multi-provider support (Python)
-- `sre_agent/firewall/`: Llama Prompt Guard security layer (Python)
-- `sre_agent/servers/mcp-server-kubernetes/`: Kubernetes operations (TypeScript)
-- `sre_agent/servers/github/`: GitHub API integration (TypeScript)
-- `sre_agent/servers/slack/`: Slack notifications (TypeScript)
-- `sre_agent/servers/prompt_server/`: Structured prompts (Python)
-- `sre_agent/cli/`: The Python CLI that powers the agent (Python)
-
-### Development Commands
-```bash
-make project-setup # Install uv, create venv, install pre-commit hooks
-make check # Run linting, pre-commit hooks, and lock file check
-make tests # Run pytest with coverage
-make license-check # Verify dependency licenses
-```
-
-### TypeScript MCP Servers
-```bash
-# Kubernetes MCP server
-cd sre_agent/servers/mcp-server-kubernetes
-npm run build && npm run test
-
-# GitHub/Slack MCP servers
-cd sre_agent/servers/github # or /slack
-npm run build && npm run watch
-```
-
-### The CLI
-
-At a high level, there are two main parts you can work on:
-- The **CLI**, which you can think of as the “front end.”
-- The **agents/MCP servers**, which run in the background.
-
-If you want to work on the CLI, you can install and run it locally with:
-
-```bash
-source .venv/bin/activate && pip install -e .
-```
-
-### Agents/MCP Servers
-
-If you’re working on the MCP servers, you’ll need to rebuild the Docker images for any server you modify.
-
-We provide two Compose files:
-
-- [compose.agent.yaml](compose.agent.yaml): uses images hosted on GHCR
-
-- [compose.dev.yaml](compose.dev.yaml): uses images built locally on your machine
-
-To test local changes, start the sre-agent with the --dev flag:
-
-```bash
-sre-agent --dev
-```
-
-This will start the agent using the [compose.dev.yaml](compose.dev.yaml) file.
-
-
-
-## 📚 Documentation
-
-Find all the docs you need in the [docs](docs) folder:
-
-- [Creating an IAM Role](docs/creating-an-iam-role.md)
-- [ECR Setup Steps](docs/ecr-setup.md)
-- [Agent Architecture](docs/agent-architecture.md)
-- [Production Journey](docs/production-journey.md)
-
-## 🙏 Acknowledgements & Attribution
-
-Big thanks to:
-
-- [Suyog Sonwalkar](https://github.com/Flux159) for the [Kubernetes MCP server](/sre_agent/servers/mcp-server-kubernetes/)
-- [Anthropic's Model Context Protocol team](https://github.com/modelcontextprotocol) for the [Slack](/sre_agent/servers/slack/) and [GitHub](/sre_agent/servers/github/) MCP servers
-
-## :book: Blogs
-
-Check out our blog posts for insights and updates:
-
-- [Bringing Agentic AI into the Real World](https://www.fuzzylabs.ai/blog-post/bringing-agentic-ai-into-the-real-world)
-- [How We're Building an Autonomous SRE with FastMCP](https://www.fuzzylabs.ai/blog-post/how-were-building-an-autonomous-sre-with-fastmcp)
diff --git a/legacy/pyproject.toml b/legacy/pyproject.toml
deleted file mode 100644
index ecb0295e..00000000
--- a/legacy/pyproject.toml
+++ /dev/null
@@ -1,128 +0,0 @@
-[project]
-name = "sre-agent"
-version = "0.1.0"
-description = "A Site Reliability Engineer AI agent that can monitor application and infrastructure logs, diagnose issues, and report on diagnostics."
-authors = [{ name = "Fuzzy Labs", email = "info@fuzzylabs.ai" }]
-readme = "README.md"
-requires-python = ">=3.12,<4.0"
-license = { text = "MIT" }
-classifiers = [
- "Development Status :: 3 - Alpha",
- "Intended Audience :: Developers",
- "License :: OSI Approved :: MIT License",
- "Programming Language :: Python :: 3",
- "Programming Language :: Python :: 3.12",
-]
-dependencies = [
-]
-
-[project.scripts]
-sre-agent = "sre_agent.cli.main:main"
-
-[tool.pytest.ini_options]
-addopts = "--cov=sre_agent --cov-report term-missing"
-testpaths = ["tests"]
-
-# mypy configuration
-[tool.mypy]
-show_error_codes = true
-exclude = ["docs", "tests", "LICENSE"]
-strict = true
-namespace_packages = true
-
-# black configuration
-[tool.black]
-line-length = 100
-include = '\.pyi?$'
-exclude = '''
-/(
- \.git
-| \.hg
-| \.mypy_cache
-| \.tox
-| \.venv
-| _build
-| buck-out
-| build
-)/
-'''
-
-[tool.ruff]
-target-version = "py312"
-
-
-# Match black. Note that this also checks comment line length, but black does not format comments.
-line-length = 100
-
-show-fixes = true
-
-[tool.ruff.lint]
-ignore-init-module-imports = true
-select = [
- "C4", # flake8-comprehensions
- "SIM", # flake8-simplify
- "Q", # flake8-quotes
- "ISC", # flake8-implicit-str-concat
- "F", # pyflakes
- "D", # pydocstyle
- "E", # pycodestyle error
- "W", # pycodestyle warning
- "N", # pep8-naming
- "I", # isort
- "PL", # pylint rules from categories "Convention", "Error", and "Warning"
- "PLE", # ruff currently implements only a subset of pylint's rules
- "PLW", # pylint warning
- "PLR", # pylint refactor
- "UP", # pyupgrade
- "C", # Complexity (mccabe+) & comprehensions
-]
-ignore = [
- "UP006", # See https://github.com/bokeh/bokeh/issues/13143
- "UP007", # See https://github.com/bokeh/bokeh/pull/13144
-]
-
-[tool.ruff.lint.pydocstyle]
-# Use Google-style docstrings.
-convention = "google"
-
-[tool.ruff.lint.mccabe]
-# Flag errors (`C901`) whenever the complexity level exceeds 10.
-max-complexity = 10
-
-
-# typos configuration
-[tool.typos.files]
-extend-exclude = [
- ".gitignore",
- "LICENSE",
- ".*",
- "*servers*",
- "*values-secrets.yaml",
-]
-
-[tool.typos.default.extend-words]
-center = "center"
-Initialize = "Initialize"
-initialize = "initialize"
-Initialized = "Initialized"
-Authorization = "Authorization"
-EC = "EC"
-
-[tool.typos.default]
-locale = "en-gb"
-
-# Bandit configuration
-[tool.bandit]
-exclude_dirs = []
-skips = ["B104"]
-
-[tool.bandit.assert_used]
-skips = ['*test.py', '*/test_*.py']
-
-[tool.uv.workspace]
-members = [
- "sre_agent/llm",
- "sre_agent/client",
- "sre_agent/servers/prompt_server",
- "sre_agent/firewall",
-]
diff --git a/legacy/uv.lock b/legacy/uv.lock
deleted file mode 100644
index 5120b808..00000000
--- a/legacy/uv.lock
+++ /dev/null
@@ -1,2325 +0,0 @@
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-revision = 3
-requires-python = ">=3.12, <4.0"
-
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diff --git a/mypy.ini b/mypy.ini
deleted file mode 100644
index 9b38021b..00000000
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+++ /dev/null
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diff --git a/pyproject.toml b/pyproject.toml
index 347ed6dc..de525334 100644
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+++ b/pyproject.toml
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[project]
name = "sre-agent"
-version = "0.2.0"
+version = "0.1.0"
description = "A Site Reliability Engineer AI agent that can monitor application and infrastructure logs, diagnose issues, and report on diagnostics."
authors = [{ name = "Fuzzy Labs", email = "info@fuzzylabs.ai" }]
readme = "README.md"
-requires-python = ">=3.13,<4.0"
+requires-python = ">=3.12,<4.0"
license = { text = "MIT" }
+classifiers = [
+ "Development Status :: 3 - Alpha",
+ "Intended Audience :: Developers",
+ "License :: OSI Approved :: MIT License",
+ "Programming Language :: Python :: 3",
+ "Programming Language :: Python :: 3.12",
+]
dependencies = [
- "boto3>=1.42.39",
- "click>=8.3.1",
- "platformdirs>=4.5.1",
- "pydantic-ai>=1.51.0",
- "pydantic-settings>=2.12.0",
- "python-dotenv>=1.2.1",
- "questionary>=2.1.1",
- "rich>=14.3.2",
+ "google-genai>=1.19.0",
+ "click>=8.0.0",
+ "rich>=13.0.0",
+ "httpx>=0.25.0",
+ "pydantic-settings>=2.9.1",
+ "types-requests>=2.32.0.20250602",
+ "prompt-toolkit>=3.0.52",
+ "python-dotenv>=1.0.0",
+ "questionary>=2.0.0",
]
[project.scripts]
sre-agent = "sre_agent.cli.main:main"
[dependency-groups]
+ci = [
+ "anthropic>=0.49.0",
+ "fastapi>=0.115.12",
+ "mcp>=1.6.0",
+ "pydantic>=2.11.3",
+ "pydantic-settings>=2.9.1",
+ "python-dotenv>=1.1.0",
+ "types-requests>=2.32.0.20250328",
+ "llamafirewall>=1.0.2",
+ "shared",
+ "transformers>=4.51.3",
+]
dev = [
- "mypy>=1.19.1",
+ "pytest>=7.2.0",
+ "pytest-cov>=4.0.0",
+ "licensecheck>=2024.1.2",
+ "mypy>=1.15.0",
+ "pre-commit>=4.2.0",
]
[build-system]
-requires = ["uv_build>=0.9.28,<0.10.0"]
-build-backend = "uv_build"
+requires = ["hatchling"]
+build-backend = "hatchling.build"
-[tool.hatch.build.targets.wheel]
-packages = ["src/sre_agent"]
+[tool.hatchling.build.targets.wheel]
+packages = ["sre_agent"]
+include = [
+ "sre_agent/compose.*.yaml",
+]
[tool.pytest.ini_options]
addopts = "--cov=sre_agent --cov-report term-missing"
testpaths = ["tests"]
+
+# mypy configuration
+[tool.mypy]
+show_error_codes = true
+exclude = ["docs", "tests", "LICENSE"]
+strict = true
+namespace_packages = true
+
+# black configuration
+[tool.black]
+line-length = 100
+include = '\.pyi?$'
+exclude = '''
+/(
+ \.git
+| \.hg
+| \.mypy_cache
+| \.tox
+| \.venv
+| _build
+| buck-out
+| build
+)/
+'''
+
+[tool.ruff]
+target-version = "py312"
+
+
+# Match black. Note that this also checks comment line length, but black does not format comments.
+line-length = 100
+
+show-fixes = true
+
+[tool.ruff.lint]
+ignore-init-module-imports = true
+select = [
+ "C4", # flake8-comprehensions
+ "SIM", # flake8-simplify
+ "Q", # flake8-quotes
+ "ISC", # flake8-implicit-str-concat
+ "F", # pyflakes
+ "D", # pydocstyle
+ "E", # pycodestyle error
+ "W", # pycodestyle warning
+ "N", # pep8-naming
+ "I", # isort
+ "PL", # pylint rules from categories "Convention", "Error", and "Warning"
+ "PLE", # ruff currently implements only a subset of pylint's rules
+ "PLW", # pylint warning
+ "PLR", # pylint refactor
+ "UP", # pyupgrade
+ "C", # Complexity (mccabe+) & comprehensions
+]
+ignore = [
+ "UP006", # See https://github.com/bokeh/bokeh/issues/13143
+ "UP007", # See https://github.com/bokeh/bokeh/pull/13144
+]
+
+[tool.ruff.lint.pydocstyle]
+# Use Google-style docstrings.
+convention = "google"
+
+[tool.ruff.lint.mccabe]
+# Flag errors (`C901`) whenever the complexity level exceeds 10.
+max-complexity = 10
+
+
+# typos configuration
+[tool.typos.files]
+extend-exclude = [
+ ".gitignore",
+ "LICENSE",
+ ".*",
+ "*servers*",
+ "*values-secrets.yaml",
+]
+
+[tool.typos.default.extend-words]
+center = "center"
+Initialize = "Initialize"
+initialize = "initialize"
+Initialized = "Initialized"
+Authorization = "Authorization"
+EC = "EC"
+
+[tool.typos.default]
+locale = "en-gb"
+
+# Bandit configuration
+[tool.bandit]
+exclude_dirs = []
+skips = ["B104"]
+
+[tool.bandit.assert_used]
+skips = ['*test.py', '*/test_*.py']
+
+[tool.uv.workspace]
+members = [
+ "sre_agent/llm",
+ "sre_agent/client",
+ "sre_agent/servers/prompt_server",
+ "sre_agent/firewall",
+]
diff --git a/ruff.toml b/ruff.toml
deleted file mode 100644
index d9e7842f..00000000
--- a/ruff.toml
+++ /dev/null
@@ -1,71 +0,0 @@
-# Exclude a variety of commonly ignored directories.
-exclude = [
- ".bzr",
- ".direnv",
- ".eggs",
- ".git",
- ".git-rewrite",
- ".hg",
- ".ipynb_checkpoints",
- ".mypy_cache",
- ".nox",
- ".pants.d",
- ".pyenv",
- ".pytest_cache",
- ".pytype",
- ".ruff_cache",
- ".svn",
- ".tox",
- ".venv",
- ".vscode",
- "__pypackages__",
- "_build",
- "buck-out",
- "build",
- "dist",
- "node_modules",
- "site-packages",
- "venv",
- "legacy",
-]
-
-# Same as Black.
-line-length = 100
-indent-width = 4
-
-target-version = "py312"
-force-exclude = true
-
-[lint]
-select = [
- "C4", # flake8-comprehensions
- "SIM", # flake8-simplify
- "Q", # flake8-quotes
- "ISC", # flake8-implicit-str-concat
- "F", # pyflakes
- "D", # pydocstyle
- "E", # pycodestyle error
- "W", # pycodestyle warning
- "N", # pep8-naming
- "I", # isort
- "PL", # pylint rules from categories "Convention", "Error", and "Warning"
- "PLE", # ruff currently implements only a subset of pylint's rules
- "PLW", # pylint warning
- "PLR", # pylint refactor
- "UP", # pyupgrade
- "C", # Complexity (mccabe+) & comprehensions
-]
-ignore = [
- "UP006", # See https://github.com/bokeh/bokeh/issues/13143
- "UP007", # See https://github.com/bokeh/bokeh/pull/13144
- "PLC0415", # Allow imports inside functions (useful for optional deps)
- "PLR2004", # Allow magic values in comparisons (array indices etc.)
-]
-
-[format]
-# Like Black, use double quotes for strings.
-quote-style = "double"
-
-[lint.pydocstyle]
-# Use Google-style docstrings.
-convention = "google"
diff --git a/src/sre_agent/__init__.py b/src/sre_agent/__init__.py
deleted file mode 100644
index fcedffdc..00000000
--- a/src/sre_agent/__init__.py
+++ /dev/null
@@ -1,15 +0,0 @@
-"""Public API for the SRE Agent."""
-
-from sre_agent.core.agent import create_sre_agent, diagnose_error
-from sre_agent.core.models import ErrorDiagnosis, LogEntry, LogQueryResult
-from sre_agent.core.settings import AgentSettings, get_settings
-
-__all__ = [
- "create_sre_agent",
- "diagnose_error",
- "AgentSettings",
- "get_settings",
- "ErrorDiagnosis",
- "LogEntry",
- "LogQueryResult",
-]
diff --git a/src/sre_agent/cli/__init__.py b/src/sre_agent/cli/__init__.py
deleted file mode 100644
index ec1ebe60..00000000
--- a/src/sre_agent/cli/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-"""CLI package for the SRE Agent."""
diff --git a/src/sre_agent/cli/configuration/__init__.py b/src/sre_agent/cli/configuration/__init__.py
deleted file mode 100644
index 401bcb81..00000000
--- a/src/sre_agent/cli/configuration/__init__.py
+++ /dev/null
@@ -1,13 +0,0 @@
-"""CLI configuration wizard package."""
-
-from sre_agent.cli.configuration.models import CliConfig
-from sre_agent.cli.configuration.store import ConfigError, load_config, save_config
-from sre_agent.cli.configuration.wizard import ensure_required_config
-
-__all__ = [
- "CliConfig",
- "ConfigError",
- "ensure_required_config",
- "load_config",
- "save_config",
-]
diff --git a/src/sre_agent/cli/configuration/models.py b/src/sre_agent/cli/configuration/models.py
deleted file mode 100644
index 7c994648..00000000
--- a/src/sre_agent/cli/configuration/models.py
+++ /dev/null
@@ -1,70 +0,0 @@
-"""CLI configuration models."""
-
-from pydantic import BaseModel, ConfigDict, Field
-
-
-class AwsConfig(BaseModel):
- """AWS configuration values for CLI deployment."""
-
- region: str = "eu-west-2"
- profile: str | None = None
-
-
-class EcsConfig(BaseModel):
- """ECS configuration values for CLI deployment."""
-
- project_name: str = "sre-agent"
- cluster_name: str = "sre-agent"
- task_family: str = "sre-agent"
- task_cpu: int = 512
- task_memory: int = 1024
- task_cpu_architecture: str = "X86_64"
- image_tag: str = "latest"
- ecr_repo_sre_agent: str = "sre-agent"
- ecr_repo_slack_mcp: str = "sre-agent-slack-mcp"
- secret_anthropic_name: str = "sre-agent/anthropic_api_key"
- secret_slack_bot_name: str = "sre-agent/slack_bot_token"
- secret_github_token_name: str = "sre-agent/github_token"
- log_group_name: str = "/ecs/sre-agent"
- slack_mcp_host: str = "127.0.0.1"
- slack_mcp_port: int = 13080
-
-
-class IntegrationConfig(BaseModel):
- """Integration and provider configuration values."""
-
- model: str = "claude-sonnet-4-5-20250929"
- model_provider: str = "anthropic"
- notification_platform: str = "slack"
- code_repository_provider: str = "github"
- deployment_platform: str = "aws"
- logging_platform: str = "cloudwatch"
- slack_channel_id: str | None = None
- github_mcp_url: str = "https://api.githubcopilot.com/mcp/"
-
-
-class DeploymentState(BaseModel):
- """Runtime deployment state discovered or created by the CLI."""
-
- vpc_id: str | None = None
- private_subnet_ids: list[str] = Field(default_factory=list)
- security_group_id: str | None = None
- secret_anthropic_arn: str | None = None
- secret_slack_bot_arn: str | None = None
- secret_github_token_arn: str | None = None
- exec_role_arn: str | None = None
- task_role_arn: str | None = None
- ecr_sre_agent_uri: str | None = None
- task_definition_arn: str | None = None
- cluster_arn: str | None = None
-
-
-class CliConfig(BaseModel):
- """CLI configuration and deployment state."""
-
- model_config = ConfigDict(extra="ignore")
-
- aws: AwsConfig = Field(default_factory=AwsConfig)
- ecs: EcsConfig = Field(default_factory=EcsConfig)
- integrations: IntegrationConfig = Field(default_factory=IntegrationConfig)
- deployment: DeploymentState = Field(default_factory=DeploymentState)
diff --git a/src/sre_agent/cli/configuration/options.py b/src/sre_agent/cli/configuration/options.py
deleted file mode 100644
index 16046e7f..00000000
--- a/src/sre_agent/cli/configuration/options.py
+++ /dev/null
@@ -1,32 +0,0 @@
-"""Configuration wizard option constants for the CLI."""
-
-MODEL_PROVIDER_ENV = "MODEL_PROVIDER"
-NOTIFICATION_PLATFORM_ENV = "NOTIFICATION_PLATFORM"
-CODE_REPOSITORY_PROVIDER_ENV = "CODE_REPOSITORY_PROVIDER"
-DEPLOYMENT_PLATFORM_ENV = "DEPLOYMENT_PLATFORM"
-LOGGING_PLATFORM_ENV = "LOGGING_PLATFORM"
-LEGACY_SELECTION_ENV_KEYS: tuple[str, ...] = (
- MODEL_PROVIDER_ENV,
- NOTIFICATION_PLATFORM_ENV,
- CODE_REPOSITORY_PROVIDER_ENV,
- DEPLOYMENT_PLATFORM_ENV,
- LOGGING_PLATFORM_ENV,
-)
-
-MODEL_PROVIDER_ANTHROPIC = "anthropic"
-NOTIFICATION_PLATFORM_SLACK = "slack"
-CODE_REPOSITORY_PROVIDER_GITHUB = "github"
-DEPLOYMENT_PLATFORM_AWS = "aws"
-LOGGING_PLATFORM_CLOUDWATCH = "cloudwatch"
-
-MODEL_PROVIDER_CHOICES: tuple[tuple[str, str], ...] = (("Anthropic", MODEL_PROVIDER_ANTHROPIC),)
-NOTIFICATION_PLATFORM_CHOICES: tuple[tuple[str, str], ...] = (
- ("Slack", NOTIFICATION_PLATFORM_SLACK),
-)
-CODE_REPOSITORY_PROVIDER_CHOICES: tuple[tuple[str, str], ...] = (
- ("GitHub", CODE_REPOSITORY_PROVIDER_GITHUB),
-)
-DEPLOYMENT_PLATFORM_CHOICES: tuple[tuple[str, str], ...] = (("AWS", DEPLOYMENT_PLATFORM_AWS),)
-AWS_LOGGING_PLATFORM_CHOICES: tuple[tuple[str, str], ...] = (
- ("CloudWatch", LOGGING_PLATFORM_CLOUDWATCH),
-)
diff --git a/src/sre_agent/cli/configuration/providers/__init__.py b/src/sre_agent/cli/configuration/providers/__init__.py
deleted file mode 100644
index c75a2bf7..00000000
--- a/src/sre_agent/cli/configuration/providers/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-"""Provider-specific helpers for CLI configuration."""
diff --git a/src/sre_agent/cli/configuration/providers/aws.py b/src/sre_agent/cli/configuration/providers/aws.py
deleted file mode 100644
index 3e9183c2..00000000
--- a/src/sre_agent/cli/configuration/providers/aws.py
+++ /dev/null
@@ -1,133 +0,0 @@
-"""AWS configuration helpers for CLI setup."""
-
-from collections.abc import Mapping
-from dataclasses import dataclass
-
-import boto3
-from botocore.exceptions import ClientError, NoCredentialsError, ProfileNotFound
-
-from sre_agent.cli.configuration.models import CliConfig
-
-
-@dataclass(frozen=True)
-class AwsConnectionInputs:
- """AWS values used to validate account access."""
-
- region: str | None
- profile: str | None
- access_key_id: str | None
- secret_access_key: str | None
- session_token: str | None
-
-
-@dataclass(frozen=True)
-class AwsConnectionCheckResult:
- """Result of an AWS connection check."""
-
- success: bool
- message: str
-
-
-def build_aws_connection_inputs(
- updates: Mapping[str, str],
- env_values: Mapping[str, str],
- config: CliConfig,
-) -> AwsConnectionInputs:
- """Resolve AWS connection inputs from wizard and existing values.
-
- Args:
- updates: Values captured in the current setup wizard run.
- env_values: Existing values from env file and process environment.
- config: Cached CLI configuration values.
-
- Returns:
- The resolved AWS connection inputs.
- """
- region = _resolve_env_value("AWS_REGION", updates, env_values, config.aws.region)
- profile = _resolve_env_value("AWS_PROFILE", updates, env_values, config.aws.profile)
- access_key_id = _resolve_env_value("AWS_ACCESS_KEY_ID", updates, env_values)
- secret_access_key = _resolve_env_value("AWS_SECRET_ACCESS_KEY", updates, env_values)
- session_token = _resolve_env_value("AWS_SESSION_TOKEN", updates, env_values)
-
- return AwsConnectionInputs(
- region=region,
- profile=profile,
- access_key_id=access_key_id,
- secret_access_key=secret_access_key,
- session_token=session_token,
- )
-
-
-def validate_aws_connection(inputs: AwsConnectionInputs) -> AwsConnectionCheckResult:
- """Validate AWS access by calling STS get_caller_identity.
-
- Args:
- inputs: AWS connection inputs to validate.
-
- Returns:
- The connection check result.
- """
- try:
- session = _create_aws_session(inputs)
- identity = session.client("sts").get_caller_identity()
- except ProfileNotFound as exc:
- return AwsConnectionCheckResult(success=False, message=f"Profile not found: {exc}")
- except NoCredentialsError as exc:
- return AwsConnectionCheckResult(success=False, message=f"No AWS credentials found: {exc}")
- except ClientError as exc:
- return AwsConnectionCheckResult(success=False, message=str(exc))
- except Exception as exc: # noqa: BLE001
- return AwsConnectionCheckResult(success=False, message=str(exc))
-
- account = str(identity.get("Account", "unknown-account"))
- arn = str(identity.get("Arn", "unknown-arn"))
- return AwsConnectionCheckResult(
- success=True,
- message=f"AWS connection successful. Account: {account}, Identity: {arn}",
- )
-
-
-def _resolve_env_value(
- key: str,
- updates: Mapping[str, str],
- env_values: Mapping[str, str],
- fallback: str | None = None,
-) -> str | None:
- """Read a value from updates first, then env values.
-
- Args:
- key: Name of the environment key.
- updates: Values captured in the current setup wizard run.
- env_values: Existing values from env file and process environment.
- fallback: Value to use when key is absent in updates and env values.
-
- Returns:
- The resolved value, if any.
- """
- if key in updates:
- return updates[key] or None
- return env_values.get(key) or fallback
-
-
-def _create_aws_session(inputs: AwsConnectionInputs) -> boto3.session.Session:
- """Create an AWS session from resolved connection inputs.
-
- Args:
- inputs: AWS connection inputs.
-
- Returns:
- A boto3 session configured for the provided inputs.
- """
- if inputs.profile:
- return boto3.session.Session(
- profile_name=inputs.profile,
- region_name=inputs.region,
- )
- if inputs.access_key_id and inputs.secret_access_key:
- return boto3.session.Session(
- aws_access_key_id=inputs.access_key_id,
- aws_secret_access_key=inputs.secret_access_key,
- aws_session_token=inputs.session_token,
- region_name=inputs.region,
- )
- return boto3.session.Session(region_name=inputs.region)
diff --git a/src/sre_agent/cli/configuration/store.py b/src/sre_agent/cli/configuration/store.py
deleted file mode 100644
index 7caad966..00000000
--- a/src/sre_agent/cli/configuration/store.py
+++ /dev/null
@@ -1,52 +0,0 @@
-"""CLI configuration persistence helpers."""
-
-import json
-from pathlib import Path
-
-from pydantic import ValidationError
-
-from sre_agent.cli.configuration.models import CliConfig
-from sre_agent.config.paths import cli_config_path
-
-
-class ConfigError(RuntimeError):
- """Configuration related errors."""
-
-
-def load_config() -> CliConfig:
- """Load CLI configuration from disk.
-
- Returns:
- The loaded configuration object.
- """
- path = cli_config_path()
- if not path.exists():
- return CliConfig()
-
- try:
- data = json.loads(path.read_text(encoding="utf-8"))
- except json.JSONDecodeError as exc:
- raise ConfigError(f"Invalid configuration file: {exc}") from exc
-
- if not isinstance(data, dict):
- raise ConfigError("Configuration file must contain a JSON object.")
-
- try:
- return CliConfig.model_validate(data)
- except ValidationError as exc:
- raise ConfigError(f"Invalid configuration values: {exc}") from exc
-
-
-def save_config(config: CliConfig) -> Path:
- """Save CLI configuration to disk.
-
- Args:
- config: Configuration object to save.
-
- Returns:
- The saved configuration file path.
- """
- path = cli_config_path()
- path.parent.mkdir(parents=True, exist_ok=True)
- path.write_text(json.dumps(config.model_dump(mode="json"), indent=2), encoding="utf-8")
- return path
diff --git a/src/sre_agent/cli/configuration/wizard.py b/src/sre_agent/cli/configuration/wizard.py
deleted file mode 100644
index 7c48f8a4..00000000
--- a/src/sre_agent/cli/configuration/wizard.py
+++ /dev/null
@@ -1,589 +0,0 @@
-"""Configuration setup for CLI runs."""
-
-from dataclasses import dataclass
-
-import questionary
-
-from sre_agent.cli.configuration.models import CliConfig
-from sre_agent.cli.configuration.options import (
- AWS_LOGGING_PLATFORM_CHOICES,
- CODE_REPOSITORY_PROVIDER_CHOICES,
- CODE_REPOSITORY_PROVIDER_GITHUB,
- DEPLOYMENT_PLATFORM_AWS,
- DEPLOYMENT_PLATFORM_CHOICES,
- LEGACY_SELECTION_ENV_KEYS,
- LOGGING_PLATFORM_CLOUDWATCH,
- MODEL_PROVIDER_ANTHROPIC,
- MODEL_PROVIDER_CHOICES,
- NOTIFICATION_PLATFORM_CHOICES,
- NOTIFICATION_PLATFORM_SLACK,
-)
-from sre_agent.cli.configuration.providers.aws import (
- build_aws_connection_inputs,
- validate_aws_connection,
-)
-from sre_agent.cli.configuration.store import load_config, save_config
-from sre_agent.cli.env import load_env_values, write_env_file
-from sre_agent.cli.presentation.console import console
-from sre_agent.config.paths import env_path
-
-
-@dataclass(frozen=True)
-class _MissingConfigItem:
- """A missing configuration item and whether to show it in summary."""
-
- label: str
- visible: bool = True
-
-
-@dataclass(frozen=True)
-class _WizardSelections:
- """Selected providers and platforms from the configuration wizard."""
-
- model_provider: str
- notification_platform: str
- code_repository_provider: str
- deployment_platform: str
- logging_platform: str
- slack_channel_id: str | None
-
-
-def ensure_required_config() -> CliConfig:
- """Ensure the required configuration is present.
-
- Returns:
- The configuration object.
- """
- config = load_config()
- env_values = load_env_values()
- missing_items = _find_missing_config_items(env_values, config)
-
- if not missing_items:
- console.print("[orange1]Configuration detected.[/orange1]")
- reuse = questionary.confirm("Reuse existing configuration?", default=True).ask()
- if reuse:
- return config
- console.print("[dim]Reconfiguring all settings.[/dim]")
- return _run_config_wizard(config, env_values, force_reconfigure=True)
-
- visible_missing_items = [item for item in missing_items if item.visible]
-
- console.print("[yellow]No configurations found[/yellow]")
- for item in visible_missing_items:
- console.print(f"[#e0e0e0]- {item.label}[/#e0e0e0]")
-
- configure = questionary.confirm("Configure now?", default=True).ask()
- if not configure:
- console.print("[dim]Skipping configuration. Some features may fail.[/dim]")
- return config
-
- return _run_config_wizard(config, env_values, force_reconfigure=False)
-
-
-def _run_config_wizard(
- config: CliConfig,
- env_values: dict[str, str],
- force_reconfigure: bool,
-) -> CliConfig:
- """Prompt for required configuration and save it to the user env file.
-
- Args:
- config: Existing configuration values.
- env_values: Current environment values.
- force_reconfigure: Whether to ignore existing values.
-
- Returns:
- The updated configuration object.
- """
- env_file_path = env_path()
- updates: dict[str, str] = {}
-
- model_provider = _configure_model_provider(
- config,
- env_values,
- force_reconfigure,
- updates,
- )
- notification_platform, slack_channel_id = _configure_notification_platform(
- config,
- env_values,
- force_reconfigure,
- updates,
- )
- code_repository_provider = _configure_code_repository_provider(
- config,
- env_values,
- force_reconfigure,
- updates,
- )
- deployment_platform, logging_platform = _configure_deployment_platform(
- config,
- env_values,
- force_reconfigure,
- updates,
- )
-
- _clear_legacy_selection_env_keys(updates)
-
- write_env_file(env_file_path, updates)
-
- selections = _WizardSelections(
- model_provider=model_provider,
- notification_platform=notification_platform,
- code_repository_provider=code_repository_provider,
- deployment_platform=deployment_platform,
- logging_platform=logging_platform,
- slack_channel_id=slack_channel_id,
- )
- _persist_wizard_choices(
- config,
- selections,
- updates,
- )
-
- console.print(f"[green]Saved configuration to {env_file_path}[/green]")
- return config
-
-
-def _configure_model_provider(
- config: CliConfig,
- env_values: dict[str, str],
- force_reconfigure: bool,
- updates: dict[str, str],
-) -> str:
- """Prompt for model provider and required credentials."""
- model_provider = _prompt_choice(
- "Model provider:",
- config.integrations.model_provider,
- force_reconfigure,
- MODEL_PROVIDER_CHOICES,
- MODEL_PROVIDER_ANTHROPIC,
- )
- if model_provider == MODEL_PROVIDER_ANTHROPIC:
- updates["ANTHROPIC_API_KEY"] = _prompt_secret(
- "Anthropic API key:",
- env_values.get("ANTHROPIC_API_KEY"),
- force_reconfigure,
- )
- else:
- _clear_env_keys(updates, "ANTHROPIC_API_KEY")
- return model_provider
-
-
-def _configure_notification_platform(
- config: CliConfig,
- env_values: dict[str, str],
- force_reconfigure: bool,
- updates: dict[str, str],
-) -> tuple[str, str | None]:
- """Prompt for notification platform and required credentials."""
- notification_platform = _prompt_choice(
- "Messaging/notification platform:",
- config.integrations.notification_platform,
- force_reconfigure,
- NOTIFICATION_PLATFORM_CHOICES,
- NOTIFICATION_PLATFORM_SLACK,
- )
- if notification_platform != NOTIFICATION_PLATFORM_SLACK:
- _clear_env_keys(updates, "SLACK_BOT_TOKEN", "SLACK_CHANNEL_ID")
- return notification_platform, None
-
- updates["SLACK_BOT_TOKEN"] = _prompt_secret(
- "Slack bot token:",
- env_values.get("SLACK_BOT_TOKEN"),
- force_reconfigure,
- )
- slack_channel_id = _prompt_text(
- "Slack channel ID:",
- env_values.get("SLACK_CHANNEL_ID") or config.integrations.slack_channel_id,
- force_reconfigure,
- )
- updates["SLACK_CHANNEL_ID"] = slack_channel_id
- return notification_platform, slack_channel_id
-
-
-def _configure_code_repository_provider(
- config: CliConfig,
- env_values: dict[str, str],
- force_reconfigure: bool,
- updates: dict[str, str],
-) -> str:
- """Prompt for code repository provider and required credentials."""
- code_repository_provider = _prompt_choice(
- "Remote code repository:",
- config.integrations.code_repository_provider,
- force_reconfigure,
- CODE_REPOSITORY_PROVIDER_CHOICES,
- CODE_REPOSITORY_PROVIDER_GITHUB,
- )
- if code_repository_provider == CODE_REPOSITORY_PROVIDER_GITHUB:
- updates["GITHUB_PERSONAL_ACCESS_TOKEN"] = _prompt_secret(
- "GitHub token:",
- env_values.get("GITHUB_PERSONAL_ACCESS_TOKEN"),
- force_reconfigure,
- )
- else:
- _clear_env_keys(updates, "GITHUB_PERSONAL_ACCESS_TOKEN")
- return code_repository_provider
-
-
-def _configure_deployment_platform(
- config: CliConfig,
- env_values: dict[str, str],
- force_reconfigure: bool,
- updates: dict[str, str],
-) -> tuple[str, str]:
- """Prompt for deployment platform, logging platform, and AWS credentials."""
- deployment_platform = _prompt_choice(
- "Which platform is your application deployed on?",
- config.integrations.deployment_platform,
- force_reconfigure,
- DEPLOYMENT_PLATFORM_CHOICES,
- DEPLOYMENT_PLATFORM_AWS,
- )
- if deployment_platform != DEPLOYMENT_PLATFORM_AWS:
- return deployment_platform, config.integrations.logging_platform
-
- logging_platform = _prompt_choice(
- "Logging platform:",
- config.integrations.logging_platform,
- force_reconfigure,
- AWS_LOGGING_PLATFORM_CHOICES,
- LOGGING_PLATFORM_CLOUDWATCH,
- )
- _configure_aws_credentials(config, env_values, force_reconfigure, updates)
- _report_aws_connection_check(updates, env_values, config)
- return deployment_platform, logging_platform
-
-
-def _configure_aws_credentials(
- config: CliConfig,
- env_values: dict[str, str],
- force_reconfigure: bool,
- updates: dict[str, str],
-) -> None:
- """Prompt for AWS credentials and region."""
- use_profile = questionary.confirm(
- "Use AWS_PROFILE instead of access keys?",
- default=bool(env_values.get("AWS_PROFILE") or config.aws.profile),
- ).ask()
- if use_profile:
- _configure_aws_profile_credentials(config, env_values, force_reconfigure, updates)
- else:
- _configure_aws_access_key_credentials(env_values, force_reconfigure, updates)
-
- updates["AWS_REGION"] = _prompt_text(
- "AWS region:",
- env_values.get("AWS_REGION", config.aws.region),
- force_reconfigure,
- )
-
-
-def _configure_aws_profile_credentials(
- config: CliConfig,
- env_values: dict[str, str],
- force_reconfigure: bool,
- updates: dict[str, str],
-) -> None:
- """Prompt for AWS profile credentials."""
- updates["AWS_PROFILE"] = _prompt_text(
- "AWS_PROFILE:",
- env_values.get("AWS_PROFILE") or config.aws.profile,
- force_reconfigure,
- )
- _clear_env_keys(
- updates,
- "AWS_ACCESS_KEY_ID",
- "AWS_SECRET_ACCESS_KEY",
- "AWS_SESSION_TOKEN",
- )
-
-
-def _configure_aws_access_key_credentials(
- env_values: dict[str, str],
- force_reconfigure: bool,
- updates: dict[str, str],
-) -> None:
- """Prompt for AWS access key credentials."""
- updates["AWS_PROFILE"] = _empty_env_value()
- updates["AWS_ACCESS_KEY_ID"] = _prompt_text(
- "AWS access key ID:",
- env_values.get("AWS_ACCESS_KEY_ID"),
- force_reconfigure,
- )
- updates["AWS_SECRET_ACCESS_KEY"] = _prompt_secret(
- "AWS secret access key:",
- env_values.get("AWS_SECRET_ACCESS_KEY"),
- force_reconfigure,
- )
- session_token = questionary.password("AWS session token (optional):").ask()
- updates["AWS_SESSION_TOKEN"] = session_token or _empty_env_value()
-
-
-def _clear_legacy_selection_env_keys(updates: dict[str, str]) -> None:
- """Remove deprecated provider selection keys from the env file."""
- _clear_env_keys(updates, *LEGACY_SELECTION_ENV_KEYS)
-
-
-def _clear_env_keys(updates: dict[str, str], *keys: str) -> None:
- """Set keys to empty values so the env writer removes them."""
- for key in keys:
- updates[key] = _empty_env_value()
-
-
-def _empty_env_value() -> str:
- """Return a canonical empty env value."""
- return ""
-
-
-def _persist_wizard_choices(
- config: CliConfig,
- selections: _WizardSelections,
- updates: dict[str, str],
-) -> None:
- """Persist wizard choices to cached CLI config."""
- config.integrations.model_provider = selections.model_provider
- config.integrations.notification_platform = selections.notification_platform
- config.integrations.code_repository_provider = selections.code_repository_provider
- config.integrations.deployment_platform = selections.deployment_platform
- config.integrations.logging_platform = selections.logging_platform
- config.integrations.slack_channel_id = selections.slack_channel_id
- if selections.deployment_platform == DEPLOYMENT_PLATFORM_AWS:
- config.aws.region = updates["AWS_REGION"]
- config.aws.profile = updates["AWS_PROFILE"] or None
- save_config(config)
-
-
-def _find_missing_config_items(
- env_values: dict[str, str],
- config: CliConfig,
-) -> list[_MissingConfigItem]:
- """Return missing configuration items.
-
- Args:
- env_values: Current environment values.
- config: Existing configuration values.
-
- Returns:
- A list of missing configuration items.
- """
- missing: list[_MissingConfigItem] = []
- _append_model_missing_items(missing, env_values, config)
- _append_notification_missing_items(missing, env_values, config)
- _append_repository_missing_items(missing, env_values, config)
- _append_deployment_missing_items(missing, env_values, config)
- return missing
-
-
-def _append_model_missing_items(
- missing: list[_MissingConfigItem],
- env_values: dict[str, str],
- config: CliConfig,
-) -> None:
- """Append missing model configuration items."""
- model_provider_value = config.integrations.model_provider
- if not _is_supported_choice(model_provider_value, MODEL_PROVIDER_CHOICES):
- missing.append(_MissingConfigItem("Model provider"))
- model_provider = _normalise_choice(
- model_provider_value,
- MODEL_PROVIDER_CHOICES,
- MODEL_PROVIDER_ANTHROPIC,
- )
- if model_provider == MODEL_PROVIDER_ANTHROPIC and not env_values.get("ANTHROPIC_API_KEY"):
- missing.append(_MissingConfigItem("Anthropic API key", visible=False))
-
-
-def _append_notification_missing_items(
- missing: list[_MissingConfigItem],
- env_values: dict[str, str],
- config: CliConfig,
-) -> None:
- """Append missing notification configuration items."""
- notification_platform_value = config.integrations.notification_platform
- if not _is_supported_choice(notification_platform_value, NOTIFICATION_PLATFORM_CHOICES):
- missing.append(_MissingConfigItem("Messaging/notification platform"))
- notification_platform = _normalise_choice(
- notification_platform_value,
- NOTIFICATION_PLATFORM_CHOICES,
- NOTIFICATION_PLATFORM_SLACK,
- )
- if notification_platform != NOTIFICATION_PLATFORM_SLACK:
- return
- if not env_values.get("SLACK_BOT_TOKEN"):
- missing.append(_MissingConfigItem("Slack bot token", visible=False))
- if not env_values.get("SLACK_CHANNEL_ID") and not config.integrations.slack_channel_id:
- missing.append(_MissingConfigItem("Slack channel ID"))
-
-
-def _append_repository_missing_items(
- missing: list[_MissingConfigItem],
- env_values: dict[str, str],
- config: CliConfig,
-) -> None:
- """Append missing repository configuration items."""
- code_repository_provider_value = config.integrations.code_repository_provider
- if not _is_supported_choice(code_repository_provider_value, CODE_REPOSITORY_PROVIDER_CHOICES):
- missing.append(_MissingConfigItem("Remote code repository"))
- code_repository_provider = _normalise_choice(
- code_repository_provider_value,
- CODE_REPOSITORY_PROVIDER_CHOICES,
- CODE_REPOSITORY_PROVIDER_GITHUB,
- )
- if code_repository_provider == CODE_REPOSITORY_PROVIDER_GITHUB and not env_values.get(
- "GITHUB_PERSONAL_ACCESS_TOKEN"
- ):
- missing.append(_MissingConfigItem("GitHub token", visible=False))
-
-
-def _append_deployment_missing_items(
- missing: list[_MissingConfigItem],
- env_values: dict[str, str],
- config: CliConfig,
-) -> None:
- """Append missing deployment configuration items."""
- deployment_platform_value = config.integrations.deployment_platform
- if not _is_supported_choice(deployment_platform_value, DEPLOYMENT_PLATFORM_CHOICES):
- missing.append(_MissingConfigItem("Deployment platform"))
- deployment_platform = _normalise_choice(
- deployment_platform_value,
- DEPLOYMENT_PLATFORM_CHOICES,
- DEPLOYMENT_PLATFORM_AWS,
- )
- if deployment_platform != DEPLOYMENT_PLATFORM_AWS:
- return
-
- if not _is_supported_choice(config.integrations.logging_platform, AWS_LOGGING_PLATFORM_CHOICES):
- missing.append(_MissingConfigItem("Logging platform"))
- has_profile = bool(env_values.get("AWS_PROFILE") or config.aws.profile)
- has_keys = bool(env_values.get("AWS_ACCESS_KEY_ID") and env_values.get("AWS_SECRET_ACCESS_KEY"))
- if not (has_profile or has_keys):
- missing.append(_MissingConfigItem("AWS credentials (AWS_PROFILE or access keys)"))
- if not env_values.get("AWS_REGION") and not config.aws.region:
- missing.append(_MissingConfigItem("AWS region"))
-
-
-def _prompt_choice(
- label: str,
- current: str | None,
- force_reconfigure: bool,
- choices: tuple[tuple[str, str], ...],
- fallback: str,
-) -> str:
- """Prompt for a single choice value.
-
- Args:
- label: Prompt label for the choice.
- current: Current value if already set.
- force_reconfigure: Whether to ignore existing values.
- choices: Available display/value pairs.
- fallback: Default choice value.
-
- Returns:
- The selected value.
- """
- default = fallback if force_reconfigure else _normalise_choice(current, choices, fallback)
- selection = questionary.select(
- label,
- choices=[questionary.Choice(title=title, value=value) for title, value in choices],
- default=default,
- ).ask()
- if not selection:
- console.print("[yellow]Selection required.[/yellow]")
- return _prompt_choice(label, current, force_reconfigure, choices, fallback)
- return str(selection)
-
-
-def _normalise_choice(
- value: str | None,
- choices: tuple[tuple[str, str], ...],
- fallback: str,
-) -> str:
- """Return a supported value or a fallback.
-
- Args:
- value: Current or selected value.
- choices: Available display/value pairs.
- fallback: Value to use when the current value is unsupported.
-
- Returns:
- A supported choice value.
- """
- if _is_supported_choice(value, choices):
- return str(value)
- return fallback
-
-
-def _is_supported_choice(value: str | None, choices: tuple[tuple[str, str], ...]) -> bool:
- """Return true when a value exists in a choice list.
-
- Args:
- value: Current or selected value.
- choices: Available display/value pairs.
-
- Returns:
- True when the value is one of the choice values.
- """
- if not value:
- return False
- return any(value == choice_value for _, choice_value in choices)
-
-
-def _prompt_secret(label: str, current: str | None, force_reconfigure: bool) -> str:
- """Prompt for a secret value.
-
- Args:
- label: Prompt label for the value.
- current: Current value if already set.
- force_reconfigure: Whether to ignore existing values.
-
- Returns:
- The selected secret value.
- """
- if current and not force_reconfigure:
- use_existing = questionary.confirm(f"{label} already set. Keep it?", default=True).ask()
- if use_existing:
- return current
- value: str | None = questionary.password(label).ask()
- if not value:
- console.print("[yellow]Value required.[/yellow]")
- return _prompt_secret(label, current, force_reconfigure)
- return value
-
-
-def _prompt_text(label: str, current: str | None, force_reconfigure: bool) -> str:
- """Prompt for a text value.
-
- Args:
- label: Prompt label for the value.
- current: Current value if already set.
- force_reconfigure: Whether to ignore existing values.
-
- Returns:
- The selected text value.
- """
- default = "" if force_reconfigure else (current or "")
- value: str | None = questionary.text(label, default=default).ask()
- if not value:
- console.print("[yellow]Value required.[/yellow]")
- return _prompt_text(label, current, force_reconfigure)
- return value
-
-
-def _report_aws_connection_check(
- updates: dict[str, str],
- env_values: dict[str, str],
- config: CliConfig,
-) -> None:
- """Check AWS credentials and display the current identity."""
- console.print("[cyan]Checking AWS connection...[/cyan]")
- connection_inputs = build_aws_connection_inputs(updates, env_values, config)
- result = validate_aws_connection(connection_inputs)
- if result.success:
- console.print(f"[green]{result.message}[/green]")
- return
-
- console.print(f"[yellow]AWS connection check failed: {result.message}[/yellow]")
- console.print(
- "[dim]You can continue, but deployment and diagnostics will fail "
- "until credentials are fixed.[/dim]"
- )
diff --git a/src/sre_agent/cli/env.py b/src/sre_agent/cli/env.py
deleted file mode 100644
index 73fe115d..00000000
--- a/src/sre_agent/cli/env.py
+++ /dev/null
@@ -1,79 +0,0 @@
-"""User env file helpers for the CLI."""
-
-import os
-import re
-from pathlib import Path
-
-from sre_agent.config.paths import env_path
-
-
-def load_env_values() -> dict[str, str]:
- """Load env file values and overlay environment variables.
-
- Returns:
- Combined env file and environment variable values.
- """
- values = read_env_file(env_path())
- for key, value in os.environ.items():
- if value:
- values[key] = value
- return values
-
-
-def read_env_file(path: Path) -> dict[str, str]:
- """Read simple key/value pairs from an env file.
-
- Args:
- path: Path to the env file.
-
- Returns:
- Parsed key/value pairs.
- """
- if not path.exists():
- return {}
-
- values: dict[str, str] = {}
- for raw_line in path.read_text(encoding="utf-8").splitlines():
- line = raw_line.strip()
- if not line or line.startswith("#") or "=" not in line:
- continue
- key, value = line.split("=", 1)
- values[key.strip()] = value.strip().strip("\"'")
- return values
-
-
-def write_env_file(path: Path, updates: dict[str, str]) -> None:
- """Write updates to the env file.
-
- Args:
- path: Path to the env file.
- updates: Values to write into the file.
- """
- path.parent.mkdir(parents=True, exist_ok=True)
- current = read_env_file(path)
- for key, value in updates.items():
- if value:
- current[key] = value
- elif key in current:
- current.pop(key, None)
-
- lines = []
- for key, value in current.items():
- safe_value = _escape_env_value(value)
- lines.append(f"{key}={safe_value}")
-
- path.write_text("\n".join(lines) + "\n", encoding="utf-8")
-
-
-def _escape_env_value(value: str) -> str:
- """Escape a value for env output.
-
- Args:
- value: Value to escape.
-
- Returns:
- The escaped value.
- """
- if re.search(r"\s", value):
- return f'"{value}"'
- return value
diff --git a/src/sre_agent/cli/interactive_shell.py b/src/sre_agent/cli/interactive_shell.py
deleted file mode 100644
index 49f03099..00000000
--- a/src/sre_agent/cli/interactive_shell.py
+++ /dev/null
@@ -1,34 +0,0 @@
-"""Interactive shell for guided deployment."""
-
-import questionary
-
-from sre_agent.cli.configuration import ensure_required_config
-from sre_agent.cli.mode.local import run_local_mode
-from sre_agent.cli.mode.remote.menu import run_remote_mode
-from sre_agent.cli.presentation.banner import print_global_banner
-from sre_agent.cli.presentation.console import console
-
-
-def start_interactive_shell() -> None:
- """Start the interactive deployment shell."""
- print_global_banner()
- ensure_required_config()
-
- while True:
- choice = questionary.select(
- "Running Mode:",
- choices=[
- "Local",
- "Remote Deployment",
- "Exit",
- ],
- ).ask()
-
- if choice in (None, "Exit"):
- console.print("Goodbye.")
- return
-
- if choice == "Local":
- run_local_mode()
- elif choice == "Remote Deployment":
- run_remote_mode()
diff --git a/src/sre_agent/cli/main.py b/src/sre_agent/cli/main.py
deleted file mode 100644
index fb95ddee..00000000
--- a/src/sre_agent/cli/main.py
+++ /dev/null
@@ -1,24 +0,0 @@
-"""CLI entrypoint for the SRE Agent."""
-
-import click
-
-from sre_agent.cli.interactive_shell import start_interactive_shell
-from sre_agent.cli.presentation.styles import apply_questionary_style
-
-
-@click.group(invoke_without_command=True)
-@click.pass_context
-def cli(ctx: click.Context) -> None:
- """Run the SRE Agent CLI entrypoint.
-
- Args:
- ctx: Click context for the command invocation.
- """
- apply_questionary_style()
- if ctx.invoked_subcommand is None:
- start_interactive_shell()
-
-
-def main() -> None:
- """Run the CLI."""
- cli()
diff --git a/src/sre_agent/cli/mode/__init__.py b/src/sre_agent/cli/mode/__init__.py
deleted file mode 100644
index a80447c3..00000000
--- a/src/sre_agent/cli/mode/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-"""Running mode workflows for the CLI."""
diff --git a/src/sre_agent/cli/mode/local.py b/src/sre_agent/cli/mode/local.py
deleted file mode 100644
index 8bf32cda..00000000
--- a/src/sre_agent/cli/mode/local.py
+++ /dev/null
@@ -1,199 +0,0 @@
-"""Local running mode for the CLI."""
-
-import math
-import shutil
-import subprocess # nosec B404
-import sys
-
-import questionary
-from rich.panel import Panel
-
-from sre_agent.cli.mode.paths import project_root
-from sre_agent.cli.presentation.console import console
-
-
-def run_local_mode() -> None:
- """Run the agent locally."""
- console.print("[cyan]Local run[/cyan]")
- console.print("[dim]This runs the agent using your local environment.[/dim]")
-
- log_group = questionary.text(
- "CloudWatch log group:",
- validate=lambda value: True if value.strip() else "Log group is required.",
- ).ask()
- if not log_group:
- return
- _ensure_slack_mcp_running()
- _start_local_shell(log_group)
-
-
-def _ensure_slack_mcp_running() -> None:
- """Start the Slack MCP server container if needed."""
- console.print("[cyan]Ensuring Slack MCP server is running...[/cyan]")
- compose_cmd = _docker_compose_cmd()
- if compose_cmd is None:
- console.print("[yellow]Docker Compose not found. Start Slack MCP manually.[/yellow]")
- console.print("Run: `docker compose up -d slack`")
- return
-
- result = subprocess.run(
- [*compose_cmd, "up", "-d", "slack"],
- cwd=project_root(),
- check=False,
- capture_output=True,
- text=True,
- ) # nosec B603
- if result.returncode != 0:
- console.print("[yellow]Could not start Slack MCP server automatically.[/yellow]")
- console.print("Run: `docker compose up -d slack`")
-
-
-def _docker_compose_cmd() -> list[str] | None:
- """Return the docker compose command.
-
- Returns:
- The docker compose command parts, or None when unavailable.
- """
- docker_path = shutil.which("docker")
- if docker_path:
- result = subprocess.run(
- [docker_path, "compose", "version"],
- check=False,
- capture_output=True,
- text=True,
- ) # nosec B603
- if result.returncode == 0:
- return [docker_path, "compose"]
- docker_compose_path = shutil.which("docker-compose")
- if docker_compose_path:
- return [docker_compose_path]
- return None
-
-
-def _start_local_shell(log_group: str) -> None:
- """Start a local interactive shell for diagnoses.
-
- Args:
- log_group: CloudWatch log group name.
- """
- _print_local_banner(log_group)
- while True:
- try:
- command = input("sre-agent (local)> ")
- except EOFError:
- console.print()
- return
-
- command = command.strip()
- if not command:
- continue
-
- if command in {"exit", "quit"}:
- console.print("[dim]Exiting local shell.[/dim]")
- return
-
- if command == "help":
- _print_local_help()
- continue
-
- if command.startswith("diagnose "):
- _handle_diagnose_command(log_group, command)
- continue
-
- console.print("[yellow]Unknown command. Type 'help' for commands.[/yellow]")
-
-
-def _print_local_banner(log_group: str) -> None:
- """Print the local shell banner.
-
- Args:
- log_group: CloudWatch log group name.
- """
- console.print(
- Panel(
- "Starting interactive shell...\nType 'help' for available commands or 'exit' to quit.",
- title="Local Mode",
- border_style="cyan",
- )
- )
- console.print(f"[green]Connected to: {log_group}[/green]")
- console.print("[dim]Slack MCP is required for local diagnostics.[/dim]")
- console.print("\n[bold]Example command:[/bold]")
- console.print("diagnose currencyservice 10m")
-
-
-def _print_local_help() -> None:
- """Print local shell help."""
- console.print("[bold]Commands:[/bold]")
- console.print("- diagnose [duration]")
- console.print(" Examples: diagnose currencyservice 10m, diagnose cartservice 5")
- console.print("- help")
- console.print("- exit")
-
-
-def _handle_diagnose_command(log_group: str, command: str) -> None:
- """Parse and run a diagnose command.
-
- Args:
- log_group: CloudWatch log group name.
- command: Raw command string.
- """
- parts = command.split()
- if len(parts) < 2:
- console.print("[yellow]Usage: diagnose [duration][/yellow]")
- return
-
- service_name = parts[1].strip()
- if not service_name:
- console.print("[yellow]Service name is required.[/yellow]")
- return
-
- duration = parts[2] if len(parts) > 2 else "10m"
- minutes = _parse_duration_minutes(duration)
- if minutes is None:
- console.print("[yellow]Invalid duration. Use 10m, 1h, or minutes like 5.[/yellow]")
- return
-
- console.print(f"[cyan]Running diagnosis for {service_name} (last {minutes} minutes)...[/cyan]")
- subprocess.run(
- [
- sys.executable,
- "-m",
- "sre_agent.run",
- log_group,
- service_name,
- str(minutes),
- ],
- check=False,
- ) # nosec B603
-
-
-def _parse_duration_minutes(value: str) -> int | None:
- """Parse a duration string into minutes.
-
- Args:
- value: Duration input from the user.
-
- Returns:
- Duration in minutes, or None when invalid.
- """
- raw = value.strip().lower()
- minutes: int | None = None
- if raw.isdigit():
- minutes = int(raw)
- else:
- unit = raw[-1]
- number = raw[:-1]
- if number.isdigit():
- amount = int(number)
- if amount > 0:
- if unit == "m":
- minutes = amount
- elif unit == "h":
- minutes = amount * 60
- elif unit == "s":
- minutes = max(1, math.ceil(amount / 60))
-
- if minutes is None or minutes <= 0:
- return None
- return minutes
diff --git a/src/sre_agent/cli/mode/paths.py b/src/sre_agent/cli/mode/paths.py
deleted file mode 100644
index 94571240..00000000
--- a/src/sre_agent/cli/mode/paths.py
+++ /dev/null
@@ -1,12 +0,0 @@
-"""Path helpers for the CLI."""
-
-from pathlib import Path
-
-
-def project_root() -> Path:
- """Return the repository root directory.
-
- Returns:
- The repository root directory path.
- """
- return Path(__file__).resolve().parents[4]
diff --git a/src/sre_agent/cli/mode/remote/__init__.py b/src/sre_agent/cli/mode/remote/__init__.py
deleted file mode 100644
index 2d8e2acc..00000000
--- a/src/sre_agent/cli/mode/remote/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-"""Remote mode package."""
diff --git a/src/sre_agent/cli/mode/remote/aws/__init__.py b/src/sre_agent/cli/mode/remote/aws/__init__.py
deleted file mode 100644
index b855f10e..00000000
--- a/src/sre_agent/cli/mode/remote/aws/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-"""AWS remote deployment package."""
diff --git a/src/sre_agent/cli/mode/remote/aws/ecs/__init__.py b/src/sre_agent/cli/mode/remote/aws/ecs/__init__.py
deleted file mode 100644
index a1986844..00000000
--- a/src/sre_agent/cli/mode/remote/aws/ecs/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-"""AWS ECS remote deployment package."""
diff --git a/src/sre_agent/cli/mode/remote/aws/ecs/errors.py b/src/sre_agent/cli/mode/remote/aws/ecs/errors.py
deleted file mode 100644
index 2260f8bd..00000000
--- a/src/sre_agent/cli/mode/remote/aws/ecs/errors.py
+++ /dev/null
@@ -1,98 +0,0 @@
-"""AWS ECS remote deployment error helpers for the CLI."""
-
-from botocore.exceptions import (
- ClientError,
- EndpointConnectionError,
- NoCredentialsError,
- ProfileNotFound,
-)
-
-from sre_agent.cli.presentation.console import console
-
-
-def report_remote_error(exc: Exception) -> None:
- """Render remote deployment errors with actionable guidance.
-
- Args:
- exc: Raised exception from a remote deployment action.
- """
- if is_aws_auth_error(exc):
- console.print(
- "[red]AWS authentication failed. Your credentials are missing, invalid, "
- "or expired.[/red]"
- )
- console.print(
- "[dim]If using AWS profile/SSO, run: aws sso login --profile . "
- "If using temporary keys, refresh AWS_SESSION_TOKEN and retry.[/dim]"
- )
- return
-
- if is_aws_endpoint_error(exc):
- console.print("[red]Could not reach AWS endpoint from this environment.[/red]")
- console.print("[dim]Check network connectivity and AWS region configuration.[/dim]")
- return
-
- console.print(f"[red]Remote deployment failed: {exc}[/red]")
-
-
-def is_aws_auth_error(exc: Exception) -> bool:
- """Return true when an exception chain indicates AWS auth issues.
-
- Args:
- exc: Raised exception from a remote deployment action.
-
- Returns:
- True when the chain contains an auth-related error.
- """
- auth_codes = {
- "ExpiredToken",
- "ExpiredTokenException",
- # spellchecker:ignore-next-line
- "UnrecognizedClientException",
- "InvalidClientTokenId",
- "InvalidSignatureException",
- "AccessDenied",
- "AccessDeniedException",
- }
- for item in exception_chain(exc):
- if isinstance(item, (NoCredentialsError, ProfileNotFound)):
- return True
- if isinstance(item, ClientError):
- code = str(item.response.get("Error", {}).get("Code", ""))
- if code in auth_codes:
- return True
- text = str(item)
- if "security token included in the request is expired" in text.lower():
- return True
- return False
-
-
-def is_aws_endpoint_error(exc: Exception) -> bool:
- """Return true when an exception chain indicates endpoint/network errors.
-
- Args:
- exc: Raised exception from a remote deployment action.
-
- Returns:
- True when the chain contains endpoint connection errors.
- """
- return any(isinstance(item, EndpointConnectionError) for item in exception_chain(exc))
-
-
-def exception_chain(exc: BaseException) -> list[BaseException]:
- """Return exceptions in cause/context chain.
-
- Args:
- exc: Root exception.
-
- Returns:
- Ordered exception chain from root to cause/context.
- """
- chain: list[BaseException] = []
- seen: set[int] = set()
- current: BaseException | None = exc
- while current is not None and id(current) not in seen:
- chain.append(current)
- seen.add(id(current))
- current = current.__cause__ or current.__context__
- return chain
diff --git a/src/sre_agent/cli/mode/remote/aws/ecs/menu.py b/src/sre_agent/cli/mode/remote/aws/ecs/menu.py
deleted file mode 100644
index 982a36f0..00000000
--- a/src/sre_agent/cli/mode/remote/aws/ecs/menu.py
+++ /dev/null
@@ -1,466 +0,0 @@
-"""AWS ECS remote deployment mode for the CLI."""
-
-from collections.abc import Callable
-
-import questionary
-
-from sre_agent.cli.configuration.models import CliConfig
-from sre_agent.cli.configuration.store import load_config, save_config
-from sre_agent.cli.mode.remote.aws.ecs.errors import report_remote_error
-from sre_agent.cli.mode.remote.aws.ecs.metadata import (
- STATUS_KEY_ECR_REPOSITORIES,
- STATUS_KEY_ECS_CLUSTER,
- STATUS_KEY_IAM_ROLES,
- STATUS_KEY_PRIVATE_SUBNETS,
- STATUS_KEY_SECRETS,
- STATUS_KEY_SECURITY_GROUP,
- STATUS_KEY_TASK_DEFINITION,
- STATUS_KEY_VPC,
-)
-from sre_agent.cli.mode.remote.aws.ecs.status import (
- collect_deployment_status,
- is_status_present,
- print_deployment_status_table,
- should_block_deploy,
-)
-from sre_agent.cli.mode.remote.aws.ecs.steps import (
- build_container_overrides,
- ecs_config_from_cli,
- print_cleanup_summary,
- print_deployment_summary,
- prompt_diagnosis_inputs,
- report_step,
- reset_cleanup_state,
- run_build_push_step,
- run_cluster_step,
- run_ecr_step,
- run_iam_step,
- run_network_step,
- run_secrets_step,
- run_security_group_step,
- run_task_definition_step,
- run_task_step,
- start_one_off_task,
- wait_for_task_completion,
-)
-from sre_agent.cli.presentation.console import console
-from sre_agent.core.deployments.aws_ecs import (
- EcsDeploymentConfig,
- cleanup_resources,
- create_session,
- get_identity,
-)
-
-DeploymentStep = Callable[[CliConfig, EcsDeploymentConfig], CliConfig | None]
-
-
-class _RepairCancelledError(Exception):
- """Signal that the repair flow was cancelled."""
-
-
-def run_aws_ecs_mode() -> None:
- """Run AWS ECS deployment actions."""
- while True:
- target = questionary.select(
- "AWS ECS:",
- choices=_aws_ecs_menu_choices(load_config()),
- ).ask()
-
- if target in (None, "Back"):
- return
-
- action = _aws_ecs_menu_action(target)
- if action is None:
- continue
-
- try:
- action()
- except Exception as exc: # noqa: BLE001
- report_remote_error(exc)
-
-
-def _aws_ecs_menu_choices(config: CliConfig) -> list[str]:
- """Return AWS ECS menu choices for the current deployment state.
-
- Args:
- config: CLI configuration values.
-
- Returns:
- Menu options appropriate for current deployment state.
- """
- choices = [
- "Deploy to AWS ECS",
- "Check deployment status",
- ]
- if _has_completed_deployment(config):
- choices.extend(
- [
- "Run diagnosis job",
- "Repair deployment",
- "Clean up deployment",
- ]
- )
- choices.append("Back")
- return choices
-
-
-def _aws_ecs_menu_action(target: str) -> Callable[[], None] | None:
- """Return the action callable for a menu selection.
-
- Args:
- target: Menu option selected by the user.
-
- Returns:
- Matching action callable, if supported.
- """
- return {
- "Deploy to AWS ECS": _deploy_to_ecs,
- "Check deployment status": _check_deployment,
- "Run diagnosis job": _run_diagnosis_job,
- "Repair deployment": _repair_deployment,
- "Clean up deployment": _cleanup_menu,
- }.get(target)
-
-
-def _has_completed_deployment(config: CliConfig) -> bool:
- """Return true when config indicates an existing completed deployment.
-
- Args:
- config: CLI configuration values.
-
- Returns:
- True when core deployment state exists in config.
- """
- return bool(
- config.deployment.vpc_id
- and config.deployment.private_subnet_ids
- and config.deployment.security_group_id
- and config.deployment.task_definition_arn
- and config.deployment.cluster_arn
- )
-
-
-def _deploy_to_ecs() -> None:
- """Run the full ECS deployment flow."""
- config = load_config()
- print_deployment_summary(config)
- confirm = questionary.confirm(
- "Proceed with ECS deployment?",
- default=True,
- ).ask()
- if not confirm:
- console.print("[dim]Deployment cancelled.[/dim]")
- return
-
- _validate_aws_session(ecs_config_from_cli(config))
- status = collect_deployment_status(config)
- if should_block_deploy(status):
- console.print(
- "[yellow]Deployment blocked because existing deployment resources "
- "were detected.[/yellow]"
- )
- print_deployment_status_table(config, status)
- console.print(
- "[dim]Use 'Repair deployment' to fix/reuse them, or 'Clean up deployment' first.[/dim]"
- )
- return
-
- steps: list[DeploymentStep] = [
- run_network_step,
- run_security_group_step,
- run_secrets_step,
- run_iam_step,
- run_ecr_step,
- run_build_push_step,
- run_task_definition_step,
- run_cluster_step,
- ]
- updated = config
- for step in steps:
- next_config = step(updated, ecs_config_from_cli(updated))
- if next_config is None:
- return
- updated = next_config
-
- run_task_step(updated, ecs_config_from_cli(updated))
-
-
-def _check_deployment() -> None:
- """Check current deployment resources."""
- config = load_config()
- console.print("[cyan]Checking current deployment (live AWS status scan)...[/cyan]")
- results = collect_deployment_status(config)
- print_deployment_status_table(config, results)
-
-
-def _run_diagnosis_job() -> None:
- """Run a temporary ECS task for one diagnosis job."""
- config = load_config()
- ecs_config = ecs_config_from_cli(config)
-
- if not config.deployment.task_definition_arn:
- console.print("[yellow]Task definition is missing. Deploy or repair first.[/yellow]")
- return
- if not config.deployment.private_subnet_ids or not config.deployment.security_group_id:
- console.print("[yellow]Network configuration is missing. Deploy or repair first.[/yellow]")
- return
-
- _validate_aws_session(ecs_config)
- confirm = questionary.confirm("Run one-off diagnosis job now?", default=True).ask()
- if not confirm:
- console.print("[dim]Diagnosis job cancelled.[/dim]")
- return
-
- inputs = prompt_diagnosis_inputs()
- if inputs is None:
- console.print("[dim]Diagnosis job cancelled.[/dim]")
- return
-
- session, task_arn = start_one_off_task(
- config,
- ecs_config,
- build_container_overrides(*inputs),
- )
- wait_for_task_completion(session, config.ecs.cluster_name, task_arn)
-
-
-def _repair_deployment() -> None:
- """Repair missing or unhealthy deployment resources."""
- config = load_config()
- console.print("[cyan]Repairing deployment using strict live status checks...[/cyan]")
-
- current_status = collect_deployment_status(config)
- print_deployment_status_table(config, current_status)
-
- if all(is_status_present(status) for status in current_status.values()):
- console.print("[green]No repair actions required. All resources are healthy.[/green]")
- return
-
- confirm = questionary.confirm(
- "Attempt automatic repair for missing/unhealthy resources?",
- default=True,
- ).ask()
- if not confirm:
- console.print("[dim]Repair cancelled.[/dim]")
- return
-
- try:
- updated = _run_repair_flow(config)
- except _RepairCancelledError:
- console.print("[dim]Repair cancelled.[/dim]")
- return
-
- _report_repair_result(updated)
-
-
-def _run_repair_flow(config: CliConfig) -> CliConfig:
- """Run the ordered repair steps and return updated config.
-
- Args:
- config: CLI configuration values.
-
- Returns:
- Updated config after repair workflow.
- """
- updated = config
- task_definition_refresh_required = False
-
- updated, _ = _repair_network_if_needed(updated)
-
- for status_key, label, step, refresh_task_definition in _repair_steps():
- updated, repaired = _repair_resource_if_missing(updated, status_key, label, step)
- if repaired and refresh_task_definition:
- task_definition_refresh_required = True
-
- if _should_rebuild_images_during_repair():
- updated = _require_repair_step_result(
- run_build_push_step(updated, ecs_config_from_cli(updated))
- )
-
- updated, _ = _repair_task_definition_if_needed(
- updated,
- task_definition_refresh_required,
- )
- updated, _ = _repair_resource_if_missing(
- updated,
- STATUS_KEY_ECS_CLUSTER,
- "ECS cluster",
- run_cluster_step,
- )
- return updated
-
-
-def _repair_steps() -> list[tuple[str, str, DeploymentStep, bool]]:
- """Return ordered resource repair steps.
-
- Returns:
- Ordered repair step metadata.
- """
- return [
- (STATUS_KEY_SECURITY_GROUP, "security group", run_security_group_step, False),
- (STATUS_KEY_SECRETS, "secrets", run_secrets_step, True),
- (STATUS_KEY_IAM_ROLES, "IAM roles", run_iam_step, True),
- (STATUS_KEY_ECR_REPOSITORIES, "ECR repositories", run_ecr_step, True),
- ]
-
-
-def _repair_network_if_needed(config: CliConfig) -> tuple[CliConfig, bool]:
- """Repair VPC/subnets when missing.
-
- Args:
- config: CLI configuration values.
-
- Returns:
- Updated config and whether repair was performed.
- """
- status = collect_deployment_status(config)
- vpc_ok = is_status_present(status.get(STATUS_KEY_VPC, ""))
- subnets_ok = is_status_present(status.get(STATUS_KEY_PRIVATE_SUBNETS, ""))
- if vpc_ok and subnets_ok:
- return config, False
-
- console.print("[cyan]Repairing network resources...[/cyan]")
- updated = _require_repair_step_result(run_network_step(config, ecs_config_from_cli(config)))
- if updated.deployment.security_group_id:
- updated.deployment.security_group_id = None
- save_config(updated)
- report_step("Cleared saved security group. A new one will be created for the new VPC")
- return updated, True
-
-
-def _repair_resource_if_missing(
- config: CliConfig,
- status_key: str,
- label: str,
- step: DeploymentStep,
-) -> tuple[CliConfig, bool]:
- """Run a repair step when its status is not present.
-
- Args:
- config: CLI configuration values.
- status_key: Resource key in deployment status map.
- label: Display label for progress messages.
- step: Repair step callable.
-
- Returns:
- Updated config and whether repair was performed.
- """
- status = collect_deployment_status(config)
- if is_status_present(status.get(status_key, "")):
- return config, False
-
- console.print(f"[cyan]Repairing {label}...[/cyan]")
- updated = _require_repair_step_result(step(config, ecs_config_from_cli(config)))
- return updated, True
-
-
-def _repair_task_definition_if_needed(
- config: CliConfig,
- refresh_required: bool,
-) -> tuple[CliConfig, bool]:
- """Repair task definition when missing or after dependency changes.
-
- Args:
- config: CLI configuration values.
- refresh_required: Whether dependencies changed and force refresh is needed.
-
- Returns:
- Updated config and whether repair was performed.
- """
- status = collect_deployment_status(config)
- if not refresh_required and is_status_present(status.get(STATUS_KEY_TASK_DEFINITION, "")):
- return config, False
-
- console.print("[cyan]Repairing task definition...[/cyan]")
- updated = _require_repair_step_result(
- run_task_definition_step(config, ecs_config_from_cli(config))
- )
- return updated, True
-
-
-def _should_rebuild_images_during_repair() -> bool:
- """Return true when the user wants image rebuild in repair.
-
- Returns:
- True when image rebuild should be included.
- """
- confirm = questionary.confirm(
- "Build and push images as part of repair?",
- default=False,
- ).ask()
- return bool(confirm)
-
-
-def _require_repair_step_result(config: CliConfig | None) -> CliConfig:
- """Return config from a repair step or raise cancellation.
-
- Args:
- config: Optional config returned from a repair step.
-
- Returns:
- Required config value.
-
- Raises:
- _RepairCancelledError: If the step returned None.
- """
- if config is None:
- raise _RepairCancelledError()
- return config
-
-
-def _report_repair_result(config: CliConfig) -> None:
- """Print final repair status and optional diagnosis run action.
-
- Args:
- config: Updated CLI configuration values.
- """
- final_status = collect_deployment_status(config)
- console.print("[cyan]Deployment status after repair:[/cyan]")
- print_deployment_status_table(config, final_status)
-
- if all(is_status_present(item) for item in final_status.values()):
- console.print("[green]Repair complete.[/green]")
- run_task_step(config, ecs_config_from_cli(config))
- return
- console.print(
- "[yellow]Repair finished with unresolved items. Review the status table.[/yellow]"
- )
-
-
-def _cleanup_menu() -> None:
- """Clean up deployment resources."""
- console.print("[cyan]Clean up deployment resources[/cyan]")
- console.print("[dim]This removes ECS resources created by the deployment flow.[/dim]")
-
- config = load_config()
- ecs_config = ecs_config_from_cli(config)
- print_cleanup_summary(config)
-
- confirm = questionary.confirm(
- "This will delete the resources listed above. Continue?",
- default=False,
- ).ask()
- if not confirm:
- console.print("[dim]Clean up cancelled.[/dim]")
- return
-
- force_delete = questionary.confirm(
- "Delete secrets immediately (no recovery window)?",
- default=False,
- ).ask()
-
- cleanup_resources(ecs_config, report_step, force_delete)
- reset_cleanup_state(config)
-
-
-def _validate_aws_session(config: EcsDeploymentConfig) -> None:
- """Validate AWS session before running deployment actions.
-
- Args:
- config: ECS deployment configuration.
- """
- session = create_session(config)
- identity = get_identity(session)
- account = identity.get("Account", "unknown")
- arn = identity.get("Arn", "unknown")
- console.print(f"[dim]AWS identity: {arn} (account {account})[/dim]")
diff --git a/src/sre_agent/cli/mode/remote/aws/ecs/metadata.py b/src/sre_agent/cli/mode/remote/aws/ecs/metadata.py
deleted file mode 100644
index cf6b0498..00000000
--- a/src/sre_agent/cli/mode/remote/aws/ecs/metadata.py
+++ /dev/null
@@ -1,88 +0,0 @@
-"""Shared metadata helpers for AWS ECS remote deployment flows."""
-
-from sre_agent.cli.configuration.models import CliConfig
-
-STATUS_KEY_VPC = "VPC"
-STATUS_KEY_PRIVATE_SUBNETS = "Private subnets"
-STATUS_KEY_SECURITY_GROUP = "Security group"
-STATUS_KEY_SECRETS = "Secrets"
-STATUS_KEY_IAM_ROLES = "IAM roles"
-STATUS_KEY_ECR_REPOSITORIES = "ECR repositories"
-STATUS_KEY_LOG_GROUP = "Log group"
-STATUS_KEY_TASK_DEFINITION = "Task definition"
-STATUS_KEY_ECS_CLUSTER = "ECS cluster"
-
-
-def secret_names(config: CliConfig) -> tuple[str, str, str]:
- """Return configured secret names.
-
- Args:
- config: CLI configuration values.
-
- Returns:
- Secret names for Anthropic, Slack, and GitHub.
- """
- return (
- config.ecs.secret_anthropic_name,
- config.ecs.secret_slack_bot_name,
- config.ecs.secret_github_token_name,
- )
-
-
-def secret_arns(config: CliConfig) -> tuple[str | None, str | None, str | None]:
- """Return configured secret ARNs.
-
- Args:
- config: CLI configuration values.
-
- Returns:
- Secret ARNs for Anthropic, Slack, and GitHub.
- """
- return (
- config.deployment.secret_anthropic_arn,
- config.deployment.secret_slack_bot_arn,
- config.deployment.secret_github_token_arn,
- )
-
-
-def joined_secret_names(config: CliConfig) -> str:
- """Return configured secret names as a comma-separated string.
-
- Args:
- config: CLI configuration values.
-
- Returns:
- Comma-separated secret names.
- """
- return ", ".join(secret_names(config))
-
-
-def default_iam_role_names(config: CliConfig) -> tuple[str, str]:
- """Return default IAM role names for remote deployment.
-
- Args:
- config: CLI configuration values.
-
- Returns:
- Execution and task role names.
- """
- return (
- f"{config.ecs.project_name}-task-execution",
- f"{config.ecs.project_name}-task",
- )
-
-
-def iam_role_targets(config: CliConfig) -> tuple[str, str]:
- """Return IAM role display targets (ARN when available).
-
- Args:
- config: CLI configuration values.
-
- Returns:
- Execution and task role targets.
- """
- default_execution, default_task = default_iam_role_names(config)
- return (
- config.deployment.exec_role_arn or default_execution,
- config.deployment.task_role_arn or default_task,
- )
diff --git a/src/sre_agent/cli/mode/remote/aws/ecs/status.py b/src/sre_agent/cli/mode/remote/aws/ecs/status.py
deleted file mode 100644
index 9f993a2c..00000000
--- a/src/sre_agent/cli/mode/remote/aws/ecs/status.py
+++ /dev/null
@@ -1,155 +0,0 @@
-"""AWS ECS remote deployment status helpers for the CLI."""
-
-from rich.table import Table
-
-from sre_agent.cli.configuration.models import CliConfig
-from sre_agent.cli.mode.remote.aws.ecs.metadata import (
- STATUS_KEY_ECR_REPOSITORIES,
- STATUS_KEY_ECS_CLUSTER,
- STATUS_KEY_IAM_ROLES,
- STATUS_KEY_LOG_GROUP,
- STATUS_KEY_PRIVATE_SUBNETS,
- STATUS_KEY_SECRETS,
- STATUS_KEY_SECURITY_GROUP,
- STATUS_KEY_TASK_DEFINITION,
- STATUS_KEY_VPC,
- iam_role_targets,
- joined_secret_names,
-)
-from sre_agent.cli.mode.remote.aws.ecs.steps import ecs_config_from_cli
-from sre_agent.cli.presentation.console import console
-from sre_agent.core.deployments.aws_ecs import check_deployment, create_session
-
-
-def collect_deployment_status(config: CliConfig) -> dict[str, str]:
- """Collect live deployment status from AWS.
-
- Args:
- config: CLI configuration values.
-
- Returns:
- Deployment status values keyed by resource name.
- """
- ecs_config = ecs_config_from_cli(config)
- session = create_session(ecs_config)
- return check_deployment(session, ecs_config)
-
-
-def print_deployment_status_table(config: CliConfig, results: dict[str, str]) -> None:
- """Print a deployment status table.
-
- Args:
- config: CLI configuration values.
- results: Deployment status values keyed by resource name.
- """
- targets = deployment_resource_targets(config)
- table = Table(title="Deployment resources", show_header=True, header_style="bold cyan")
- table.add_column("Resource", style="white", no_wrap=True)
- table.add_column("Name/ID", style="bright_white")
- table.add_column("Status", style="white", no_wrap=True)
-
- for name, status in results.items():
- table.add_row(name, targets.get(name, "-"), style_status(status))
-
- console.print(table)
-
-
-def is_status_present(status: str) -> bool:
- """Return true when a resource status is healthy/present.
-
- Args:
- status: Resource status string.
-
- Returns:
- True when the status indicates a present resource.
- """
- return status.startswith("present")
-
-
-def should_block_deploy(results: dict[str, str]) -> bool:
- """Return true when deploy should be blocked to avoid duplicates.
-
- Args:
- results: Deployment status values keyed by resource name.
-
- Returns:
- True when existing resources or uncertain statuses are present.
- """
- return any(
- status_indicates_existing_resource(resource, status) for resource, status in results.items()
- )
-
-
-def status_indicates_existing_resource(resource: str, status: str) -> bool:
- """Return true when status implies existing/uncertain resources.
-
- Args:
- resource: Resource name.
- status: Resource status string.
-
- Returns:
- True when deploy should treat the resource as existing or uncertain.
- """
- if status == "not set":
- return False
- if status.startswith("missing"):
- return False
- if resource == STATUS_KEY_ECS_CLUSTER and status.strip().lower() == "status inactive":
- return False
- return (
- status.startswith("present") or status.startswith("status ") or status.startswith("error")
- )
-
-
-def deployment_resource_targets(config: CliConfig) -> dict[str, str]:
- """Return display names and IDs for deployment resources.
-
- Args:
- config: CLI configuration values.
-
- Returns:
- Display labels keyed by resource name.
- """
- task_definition_name = config.ecs.task_family
- if config.deployment.task_definition_arn:
- task_definition_name = f"{config.ecs.task_family} ({config.deployment.task_definition_arn})"
-
- iam_targets = iam_role_targets(config)
- ecr_targets = [config.deployment.ecr_sre_agent_uri or config.ecs.ecr_repo_sre_agent]
- cluster_target = config.ecs.cluster_name
- if config.deployment.cluster_arn:
- cluster_target = f"{config.ecs.cluster_name} ({config.deployment.cluster_arn})"
-
- return {
- STATUS_KEY_VPC: config.deployment.vpc_id or "not set",
- STATUS_KEY_PRIVATE_SUBNETS: ", ".join(config.deployment.private_subnet_ids) or "not set",
- STATUS_KEY_SECURITY_GROUP: config.deployment.security_group_id or "not set",
- STATUS_KEY_SECRETS: joined_secret_names(config),
- STATUS_KEY_IAM_ROLES: ", ".join(iam_targets),
- STATUS_KEY_ECR_REPOSITORIES: ", ".join(ecr_targets),
- STATUS_KEY_LOG_GROUP: config.ecs.log_group_name,
- STATUS_KEY_TASK_DEFINITION: task_definition_name,
- STATUS_KEY_ECS_CLUSTER: cluster_target,
- }
-
-
-def style_status(status: str) -> str:
- """Return colourised status text for terminal output.
-
- Args:
- status: Resource status string.
-
- Returns:
- Rich-marked status text.
- """
- if status.startswith("present"):
- return f"[green]{status}[/green]"
- if status == "not set":
- return "[yellow]not set[/yellow]"
- if status.startswith("missing"):
- return f"[red]{status}[/red]"
- if status.startswith("error"):
- return f"[red]{status}[/red]"
- if status.startswith("status "):
- return f"[yellow]{status}[/yellow]"
- return status
diff --git a/src/sre_agent/cli/mode/remote/aws/ecs/steps.py b/src/sre_agent/cli/mode/remote/aws/ecs/steps.py
deleted file mode 100644
index f9ad0d65..00000000
--- a/src/sre_agent/cli/mode/remote/aws/ecs/steps.py
+++ /dev/null
@@ -1,689 +0,0 @@
-"""AWS ECS remote deployment step helpers for the CLI."""
-
-from datetime import UTC, datetime
-
-import questionary
-from boto3.session import Session
-
-from sre_agent.cli.configuration.models import CliConfig
-from sre_agent.cli.configuration.store import save_config
-from sre_agent.cli.env import load_env_values
-from sre_agent.cli.mode.paths import project_root
-from sre_agent.cli.mode.remote.aws.ecs.metadata import (
- default_iam_role_names,
- joined_secret_names,
- secret_arns,
-)
-from sre_agent.cli.presentation.console import console
-from sre_agent.core.deployments.aws_ecs import (
- EcsDeploymentConfig,
- ImageBuildConfig,
- NetworkSelection,
- SecurityGroupInfo,
- build_and_push_images,
- create_basic_vpc,
- create_secret,
- create_security_group,
- create_session,
- ensure_cluster,
- ensure_repository,
- ensure_roles,
- ensure_service_linked_role,
- get_secret_info,
- register_task_definition,
- restore_secret,
- run_task,
-)
-from sre_agent.core.deployments.aws_ecs import (
- wait_for_task_completion as wait_for_ecs_task_completion,
-)
-
-
-def ecs_config_from_cli(config: CliConfig) -> EcsDeploymentConfig:
- """Build an ECS deployment config from CLI config.
-
- Args:
- config: CLI configuration values.
-
- Returns:
- The ECS deployment configuration.
- """
- return EcsDeploymentConfig(
- aws_region=config.aws.region,
- aws_profile=config.aws.profile,
- project_name=config.ecs.project_name,
- cluster_name=config.ecs.cluster_name,
- task_family=config.ecs.task_family,
- task_cpu=config.ecs.task_cpu,
- task_memory=config.ecs.task_memory,
- task_cpu_architecture=config.ecs.task_cpu_architecture,
- image_tag=config.ecs.image_tag,
- vpc_id=config.deployment.vpc_id,
- private_subnet_ids=config.deployment.private_subnet_ids,
- security_group_id=config.deployment.security_group_id,
- ecr_repo_sre_agent=config.ecs.ecr_repo_sre_agent,
- ecr_repo_slack_mcp=config.ecs.ecr_repo_slack_mcp,
- secret_anthropic_name=config.ecs.secret_anthropic_name,
- secret_slack_bot_name=config.ecs.secret_slack_bot_name,
- secret_github_token_name=config.ecs.secret_github_token_name,
- secret_anthropic_arn=config.deployment.secret_anthropic_arn,
- secret_slack_bot_arn=config.deployment.secret_slack_bot_arn,
- secret_github_token_arn=config.deployment.secret_github_token_arn,
- exec_role_arn=config.deployment.exec_role_arn,
- task_role_arn=config.deployment.task_role_arn,
- ecr_sre_agent_uri=config.deployment.ecr_sre_agent_uri,
- task_definition_arn=config.deployment.task_definition_arn,
- cluster_arn=config.deployment.cluster_arn,
- model=config.integrations.model,
- slack_channel_id=config.integrations.slack_channel_id,
- github_mcp_url=config.integrations.github_mcp_url,
- log_group_name=config.ecs.log_group_name,
- slack_mcp_host=config.ecs.slack_mcp_host,
- slack_mcp_port=config.ecs.slack_mcp_port,
- )
-
-
-def run_network_step(config: CliConfig, ecs_config: EcsDeploymentConfig) -> CliConfig | None:
- """Run the VPC selection step.
-
- Args:
- config: CLI configuration values.
- ecs_config: ECS deployment configuration.
-
- Returns:
- The updated configuration, or None if cancelled.
- """
- console.print("[cyan]Starting ECS network setup...[/cyan]")
- console.print("[dim]This will create a new VPC, private subnet, and NAT gateway.[/dim]")
- session = create_session(ecs_config)
- report_step("Creating a new VPC with a private subnet and NAT gateway")
- network = create_basic_vpc(session, ecs_config.project_name, report_step)
- return _update_config_with_network(config, network)
-
-
-def run_security_group_step(config: CliConfig, ecs_config: EcsDeploymentConfig) -> CliConfig | None:
- """Create a security group.
-
- Args:
- config: CLI configuration values.
- ecs_config: ECS deployment configuration.
-
- Returns:
- The updated configuration, or None if cancelled.
- """
- if not config.deployment.vpc_id:
- console.print("[yellow]No VPC selected yet. Run network setup first.[/yellow]")
- return None
-
- console.print("[cyan]Setting up security group...[/cyan]")
- console.print("[dim]This will create a dedicated security group for ECS tasks.[/dim]")
- session = create_session(ecs_config)
- report_step("Creating a new security group for ECS tasks")
- suffix = datetime.now(UTC).strftime("%Y%m%d-%H%M%S")
- name = f"{ecs_config.project_name}-tasks-{suffix}"
- description = "Security group for SRE Agent ECS tasks"
- group = create_security_group(session, config.deployment.vpc_id, name, description)
- return _update_config_with_security_group(config, group)
-
-
-def run_secrets_step(config: CliConfig, ecs_config: EcsDeploymentConfig) -> CliConfig | None:
- """Create Secrets Manager entries for API keys.
-
- Args:
- config: CLI configuration values.
- ecs_config: ECS deployment configuration.
-
- Returns:
- The updated configuration, or None if cancelled.
- """
- console.print("[cyan]Setting up Secrets Manager...[/cyan]")
- console.print("[dim]This stores API keys securely for ECS tasks.[/dim]")
- session = create_session(ecs_config)
- env_values = load_env_values()
-
- anthropic_arn = _ensure_secret(
- session,
- config.ecs.secret_anthropic_name,
- "Anthropic API key",
- config.deployment.secret_anthropic_arn,
- env_values.get("ANTHROPIC_API_KEY"),
- )
- if anthropic_arn is None:
- return None
-
- slack_arn = _ensure_secret(
- session,
- config.ecs.secret_slack_bot_name,
- "Slack bot token",
- config.deployment.secret_slack_bot_arn,
- env_values.get("SLACK_BOT_TOKEN"),
- )
- if slack_arn is None:
- return None
-
- github_arn = _ensure_secret(
- session,
- config.ecs.secret_github_token_name,
- "GitHub token",
- config.deployment.secret_github_token_arn,
- env_values.get("GITHUB_PERSONAL_ACCESS_TOKEN"),
- )
- if github_arn is None:
- return None
-
- return _update_config_with_secrets(config, anthropic_arn, slack_arn, github_arn)
-
-
-def run_iam_step(config: CliConfig, ecs_config: EcsDeploymentConfig) -> CliConfig | None:
- """Create IAM roles for ECS tasks.
-
- Args:
- config: CLI configuration values.
- ecs_config: ECS deployment configuration.
-
- Returns:
- The updated configuration, or None if cancelled.
- """
- console.print("[cyan]Setting up IAM roles...[/cyan]")
- console.print("[dim]This grants ECS tasks access to logs and secrets.[/dim]")
-
- configured_secret_arns = secret_arns(config)
- if any(secret is None for secret in configured_secret_arns):
- console.print("[yellow]Secrets are missing. Run the secrets step first.[/yellow]")
- return None
-
- session = create_session(ecs_config)
- exec_role_arn, task_role_arn = ensure_roles(
- session,
- config.ecs.project_name,
- config.aws.region,
- [secret for secret in configured_secret_arns if secret],
- report_step,
- )
- return _update_config_with_roles(config, exec_role_arn, task_role_arn)
-
-
-def run_ecr_step(config: CliConfig, ecs_config: EcsDeploymentConfig) -> CliConfig | None:
- """Create ECR repositories for images.
-
- Args:
- config: CLI configuration values.
- ecs_config: ECS deployment configuration.
-
- Returns:
- The updated configuration, or None if cancelled.
- """
- console.print("[cyan]Setting up ECR repositories...[/cyan]")
- console.print("[dim]This stores the sre-agent container image for ECS.[/dim]")
- session = create_session(ecs_config)
-
- report_step("Ensuring sre-agent repository")
- sre_agent_uri = ensure_repository(session, config.ecs.ecr_repo_sre_agent)
- return _update_config_with_ecr(config, sre_agent_uri)
-
-
-def run_build_push_step(config: CliConfig, ecs_config: EcsDeploymentConfig) -> CliConfig | None:
- """Build and push container images.
-
- Args:
- config: CLI configuration values.
- ecs_config: ECS deployment configuration.
-
- Returns:
- The updated configuration, or None if cancelled.
- """
- console.print("[cyan]Building and pushing images...[/cyan]")
- console.print("[dim]This builds the agent image and uses Slack MCP from GHCR.[/dim]")
- if not config.deployment.ecr_sre_agent_uri:
- console.print("[yellow]ECR repository is missing. Run the ECR step first.[/yellow]")
- return None
-
- session = create_session(ecs_config)
- image_config = ImageBuildConfig(
- sre_agent_uri=config.deployment.ecr_sre_agent_uri,
- image_tag=config.ecs.image_tag,
- )
- task_cpu_architecture = build_and_push_images(
- session,
- project_root(),
- image_config,
- report_step,
- )
- if config.ecs.task_cpu_architecture != task_cpu_architecture:
- config.ecs.task_cpu_architecture = task_cpu_architecture
- _save_config_and_report(
- config,
- f"Saved task CPU architecture ({task_cpu_architecture}) to {{path}}",
- )
- return config
-
-
-def run_task_definition_step(
- config: CliConfig, _ecs_config: EcsDeploymentConfig
-) -> CliConfig | None:
- """Register the ECS task definition.
-
- Args:
- config: CLI configuration values.
- _ecs_config: ECS deployment configuration.
-
- Returns:
- The updated configuration, or None if cancelled.
- """
- console.print("[cyan]Registering ECS task definition...[/cyan]")
- console.print("[dim]This defines how the ECS task runs the agent and Slack MCP.[/dim]")
-
- existing_channel = config.integrations.slack_channel_id
- slack_channel_id = (existing_channel or "").strip()
- if not slack_channel_id:
- user_input = questionary.text("Slack channel ID:").ask()
- slack_channel_id = (user_input or "").strip()
- if not slack_channel_id:
- console.print("[yellow]Slack channel ID is required.[/yellow]")
- return None
-
- if existing_channel != slack_channel_id:
- config.integrations.slack_channel_id = slack_channel_id
- _save_config_and_report(config, "Saved Slack channel ID to {path}")
-
- updated_ecs_config = ecs_config_from_cli(config)
- session = create_session(updated_ecs_config)
- task_definition_arn = register_task_definition(session, updated_ecs_config, report_step)
- return _update_config_with_task_definition(config, task_definition_arn)
-
-
-def run_cluster_step(config: CliConfig, ecs_config: EcsDeploymentConfig) -> CliConfig | None:
- """Ensure the ECS cluster exists.
-
- Args:
- config: CLI configuration values.
- ecs_config: ECS deployment configuration.
-
- Returns:
- The updated configuration, or None if cancelled.
- """
- console.print("[cyan]Ensuring ECS cluster...[/cyan]")
- console.print("[dim]This creates the ECS cluster if it does not exist.[/dim]")
- session = create_session(ecs_config)
- cluster_arn = ensure_cluster(session, config.ecs.cluster_name)
- return _update_config_with_cluster(config, cluster_arn)
-
-
-def run_task_step(config: CliConfig, _ecs_config: EcsDeploymentConfig) -> None:
- """Show next-step guidance after deployment.
-
- Args:
- config: CLI configuration values.
- _ecs_config: ECS deployment configuration.
- """
- if not config.deployment.task_definition_arn:
- console.print("[yellow]Task definition is missing. Register it first.[/yellow]")
- return
- if not config.deployment.private_subnet_ids or not config.deployment.security_group_id:
- console.print("[yellow]Network configuration is missing.[/yellow]")
- return
-
- console.print(
- "[dim]Deployment is ready. Use 'Run diagnosis job' to trigger a one-off run "
- "when needed.[/dim]"
- )
-
-
-def start_one_off_task(
- config: CliConfig,
- ecs_config: EcsDeploymentConfig,
- container_overrides: list[dict[str, str | list[dict[str, str]]]] | None = None,
-) -> tuple[Session, str]:
- """Start a one-off ECS task.
-
- Args:
- config: CLI configuration values.
- ecs_config: ECS deployment configuration.
- container_overrides: Optional ECS container overrides.
-
- Returns:
- The active session and started task ARN.
- """
- if not config.deployment.task_definition_arn or not config.deployment.security_group_id:
- raise RuntimeError("Task definition and security group must be configured first.")
-
- console.print("[cyan]Running ECS task...[/cyan]")
- session = create_session(ecs_config)
- ensure_service_linked_role(session, report_step)
- task_arn = run_task(
- session,
- ecs_config,
- container_overrides,
- )
- console.print(f"[green]Task started: {task_arn}[/green]")
- return session, task_arn
-
-
-def wait_for_task_completion(session: Session, cluster_name: str, task_arn: str) -> None:
- """Wait for task completion and report outcome.
-
- Args:
- session: Session wrapper used by AWS ECS helpers.
- cluster_name: ECS cluster name.
- task_arn: Running task ARN.
- """
- console.print("[cyan]Waiting for diagnosis task to complete...[/cyan]")
- completed, message = wait_for_ecs_task_completion(session, cluster_name, task_arn)
- if completed:
- console.print(f"[green]{message}[/green]")
- return
- console.print(f"[yellow]Diagnosis task failed: {message}[/yellow]")
-
-
-def prompt_diagnosis_inputs() -> tuple[str, str, int] | None:
- """Prompt for one-off diagnosis input values.
-
- Returns:
- Cleaned service/log/time-range values, or None when cancelled/invalid.
- """
- service_name = (questionary.text("Service name:").ask() or "").strip()
- if not service_name:
- console.print("[yellow]Service name is required.[/yellow]")
- return None
-
- log_group = (questionary.text("CloudWatch log group:").ask() or "").strip()
- if not log_group:
- console.print("[yellow]CloudWatch log group is required.[/yellow]")
- return None
-
- raw_minutes = (questionary.text("Time range minutes:", default="10").ask() or "").strip()
- if not raw_minutes:
- console.print("[yellow]Time range minutes is required.[/yellow]")
- return None
- try:
- time_range_minutes = int(raw_minutes)
- except ValueError:
- console.print("[yellow]Time range minutes must be an integer.[/yellow]")
- return None
- if time_range_minutes <= 0:
- console.print("[yellow]Time range minutes must be greater than 0.[/yellow]")
- return None
- return service_name, log_group, time_range_minutes
-
-
-def build_container_overrides(
- service_name: str,
- log_group: str,
- time_range_minutes: int,
-) -> list[dict[str, str | list[dict[str, str]]]]:
- """Build container overrides for a diagnosis job run.
-
- Args:
- service_name: Target service name for diagnosis.
- log_group: CloudWatch log group name.
- time_range_minutes: Diagnosis window in minutes.
-
- Returns:
- ECS container overrides payload.
- """
- return [
- {
- "name": "sre-agent",
- "environment": [
- {"name": "SERVICE_NAME", "value": service_name},
- {"name": "LOG_GROUP", "value": log_group},
- {"name": "TIME_RANGE_MINUTES", "value": str(time_range_minutes)},
- ],
- }
- ]
-
-
-def print_cleanup_summary(config: CliConfig) -> None:
- """Print a summary of resources to be cleaned up.
-
- Args:
- config: CLI configuration values.
- """
- private_subnets = ", ".join(config.deployment.private_subnet_ids) or "not set"
- console.print("[bold]Resources to clean up:[/bold]")
- console.print(f"- VPC: {config.deployment.vpc_id or 'not set'}")
- console.print(f"- Private subnets: {private_subnets}")
- console.print(f"- Security group: {config.deployment.security_group_id or 'not set'}")
- console.print(f"- ECS cluster: {config.ecs.cluster_name}")
- console.print(f"- Task definition: {config.deployment.task_definition_arn or 'not set'}")
- console.print(f"- ECR repo: {config.ecs.ecr_repo_sre_agent}")
- console.print(f"- Legacy Slack ECR repo (if present): {config.ecs.ecr_repo_slack_mcp}")
- console.print(f"- Log group: {config.ecs.log_group_name}")
- console.print(f"- Secrets: {joined_secret_names(config)}")
- iam_execution_role, iam_task_role = default_iam_role_names(config)
- iam_roles = f"{iam_execution_role}, {iam_task_role}"
- console.print(f"- IAM roles: {iam_roles}")
-
-
-def print_deployment_summary(config: CliConfig) -> None:
- """Print a summary of resources that will be created.
-
- Args:
- config: CLI configuration values.
- """
- console.print("[bold]Deployment plan:[/bold]")
- console.print("- Create a new VPC with one public and one private subnet")
- console.print("- Create an internet gateway, NAT gateway, and route tables")
- console.print("- Create a dedicated security group for ECS tasks")
- console.print(f"- Store secrets in Secrets Manager ({joined_secret_names(config)})")
- iam_execution_role, iam_task_role = default_iam_role_names(config)
- iam_roles = f"{iam_execution_role} and {iam_task_role}"
- console.print(f"- Create IAM roles: {iam_roles}")
- console.print(f"- Create ECR repository: {config.ecs.ecr_repo_sre_agent}")
- console.print("- Build and push the sre-agent container image")
- console.print("- Use Slack MCP image directly from GHCR")
- console.print(f"- Register ECS task definition: {config.ecs.task_family}")
- console.print(f"- Ensure ECS cluster: {config.ecs.cluster_name}")
- console.print("- Optionally run a one-off diagnosis job")
-
-
-def reset_cleanup_state(config: CliConfig) -> None:
- """Clear deployment state after clean up.
-
- Args:
- config: CLI configuration values.
- """
- config.deployment.vpc_id = None
- config.deployment.private_subnet_ids = []
- config.deployment.security_group_id = None
- config.deployment.secret_anthropic_arn = None
- config.deployment.secret_slack_bot_arn = None
- config.deployment.secret_github_token_arn = None
- config.deployment.exec_role_arn = None
- config.deployment.task_role_arn = None
- config.deployment.ecr_sre_agent_uri = None
- config.deployment.task_definition_arn = None
- config.deployment.cluster_arn = None
-
- _save_config_and_report(config, "Cleared deployment state in {path}")
-
-
-def report_step(message: str) -> None:
- """Report deployment progress to the user.
-
- Args:
- message: Progress message to display.
- """
- console.print(f"[bold cyan]•[/bold cyan] {message}")
-
-
-def _ensure_secret(
- session: Session,
- name: str,
- label: str,
- existing_arn: str | None,
- configured_value: str | None,
-) -> str | None:
- """Ensure a secret exists and return its ARN.
-
- Args:
- session: Boto3 session wrapper for AWS calls.
- name: Secret name to use.
- label: Human-readable label for prompts.
- existing_arn: Existing ARN if already stored.
- configured_value: Value from local configuration.
-
- Returns:
- The secret ARN, or None if creation failed.
- """
- info = get_secret_info(session, name)
- if info and info.scheduled_for_deletion:
- report_step(f"Secret {name} is scheduled for deletion. Restoring it")
- arn = restore_secret(session, name)
- report_step(f"Restored secret for {label}")
- return arn
-
- if info:
- if existing_arn and existing_arn == info.arn:
- report_step(f"Using saved secret ARN for {label}")
- elif existing_arn and existing_arn != info.arn:
- report_step(f"Saved secret ARN for {label} is stale. Using current secret")
- else:
- report_step(f"Found existing secret for {label}")
- return info.arn
-
- if existing_arn:
- report_step(f"Saved secret ARN for {label} was not found. Recreating secret")
-
- value = (configured_value or "").strip()
- if value:
- report_step(f"Creating secret {name} from configured {label}")
- return create_secret(session, name, value)
-
- value = questionary.password(f"Enter {label}:").ask()
- if not value:
- console.print("[yellow]Secret value is required.[/yellow]")
- return None
-
- report_step(f"Creating secret {name}")
- return create_secret(session, name, value)
-
-
-def _update_config_with_secrets(
- config: CliConfig,
- anthropic_arn: str,
- slack_arn: str,
- github_arn: str,
-) -> CliConfig:
- """Persist secret ARNs to config.
-
- Args:
- config: CLI configuration values.
- anthropic_arn: Anthropic secret ARN.
- slack_arn: Slack bot token secret ARN.
- github_arn: GitHub token secret ARN.
-
- Returns:
- The updated configuration.
- """
- config.deployment.secret_anthropic_arn = anthropic_arn
- config.deployment.secret_slack_bot_arn = slack_arn
- config.deployment.secret_github_token_arn = github_arn
- return _save_config_and_report(config, "Saved secrets configuration to {path}")
-
-
-def _update_config_with_roles(
- config: CliConfig,
- exec_role_arn: str,
- task_role_arn: str,
-) -> CliConfig:
- """Persist role ARNs to config.
-
- Args:
- config: CLI configuration values.
- exec_role_arn: Execution role ARN.
- task_role_arn: Task role ARN.
-
- Returns:
- The updated configuration.
- """
- config.deployment.exec_role_arn = exec_role_arn
- config.deployment.task_role_arn = task_role_arn
- return _save_config_and_report(config, "Saved IAM role configuration to {path}")
-
-
-def _update_config_with_ecr(config: CliConfig, sre_agent_uri: str) -> CliConfig:
- """Persist ECR repository URI to config.
-
- Args:
- config: CLI configuration values.
- sre_agent_uri: SRE agent repository URI.
-
- Returns:
- The updated configuration.
- """
- config.deployment.ecr_sre_agent_uri = sre_agent_uri
- return _save_config_and_report(config, "Saved ECR repository configuration to {path}")
-
-
-def _update_config_with_task_definition(config: CliConfig, task_definition_arn: str) -> CliConfig:
- """Persist task definition ARN to config.
-
- Args:
- config: CLI configuration values.
- task_definition_arn: Task definition ARN.
-
- Returns:
- The updated configuration.
- """
- config.deployment.task_definition_arn = task_definition_arn
- return _save_config_and_report(config, "Saved task definition to {path}")
-
-
-def _update_config_with_cluster(config: CliConfig, cluster_arn: str) -> CliConfig:
- """Persist cluster ARN to config.
-
- Args:
- config: CLI configuration values.
- cluster_arn: Cluster ARN.
-
- Returns:
- The updated configuration.
- """
- config.deployment.cluster_arn = cluster_arn
- return _save_config_and_report(config, "Saved cluster configuration to {path}")
-
-
-def _update_config_with_network(config: CliConfig, network: NetworkSelection) -> CliConfig:
- """Persist network selection to config.
-
- Args:
- config: CLI configuration values.
- network: Selected network configuration.
-
- Returns:
- The updated configuration.
- """
- config.deployment.vpc_id = network.vpc_id
- config.deployment.private_subnet_ids = network.private_subnet_ids
- return _save_config_and_report(config, "Saved network configuration to {path}")
-
-
-def _update_config_with_security_group(config: CliConfig, group: SecurityGroupInfo) -> CliConfig:
- """Persist security group selection to config.
-
- Args:
- config: CLI configuration values.
- group: Security group result.
-
- Returns:
- The updated configuration.
- """
- config.deployment.security_group_id = group.group_id
- return _save_config_and_report(config, "Saved security group to {path}")
-
-
-def _save_config_and_report(config: CliConfig, message_template: str) -> CliConfig:
- """Save CLI config and print a formatted success message.
-
- Args:
- config: CLI configuration values.
- message_template: Message template containing `{path}` placeholder.
-
- Returns:
- The saved configuration.
- """
- path = save_config(config)
- message = message_template.format(path=path)
- console.print(f"[green]{message}[/green]")
- return config
diff --git a/src/sre_agent/cli/mode/remote/menu.py b/src/sre_agent/cli/mode/remote/menu.py
deleted file mode 100644
index e9e6af27..00000000
--- a/src/sre_agent/cli/mode/remote/menu.py
+++ /dev/null
@@ -1,21 +0,0 @@
-"""Remote deployment mode for the CLI."""
-
-import questionary
-
-from sre_agent.cli.mode.remote.aws.ecs.menu import run_aws_ecs_mode
-
-
-def run_remote_mode() -> None:
- """Run the remote deployment actions."""
- target = questionary.select(
- "Remote Deployment:",
- choices=[
- "AWS ECS",
- "Back",
- ],
- ).ask()
-
- if target in (None, "Back"):
- return
- if target == "AWS ECS":
- run_aws_ecs_mode()
diff --git a/src/sre_agent/cli/presentation/__init__.py b/src/sre_agent/cli/presentation/__init__.py
deleted file mode 100644
index 1b758658..00000000
--- a/src/sre_agent/cli/presentation/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-"""CLI presentation helpers."""
diff --git a/src/sre_agent/cli/presentation/ascii_art.py b/src/sre_agent/cli/presentation/ascii_art.py
deleted file mode 100644
index f9a179d4..00000000
--- a/src/sre_agent/cli/presentation/ascii_art.py
+++ /dev/null
@@ -1,17 +0,0 @@
-"""ASCII art for the CLI."""
-
-
-def get_ascii_art() -> str:
- """Return the SRE Agent ASCII art.
-
- Returns:
- The ASCII art string.
- """
- return """
-███████╗██████╗ ███████╗ █████╗ ██████╗ ███████╗███╗ ██╗████████╗
-██╔════╝██╔══██╗██╔════╝ ██╔══██╗██╔════╝ ██╔════╝████╗ ██║╚══██╔══╝
-███████╗██████╔╝█████╗ ███████║██║ ███╗█████╗ ██╔██╗ ██║ ██║
-╚════██║██╔══██╗██╔══╝ ██╔══██║██║ ██║██╔══╝ ██║╚██╗██║ ██║
-███████║██║ ██║███████╗ ██║ ██║╚██████╔╝███████╗██║ ╚████║ ██║
-╚══════╝╚═╝ ╚═╝╚══════╝ ╚═╝ ╚═╝ ╚═════╝ ╚══════╝╚═╝ ╚═══╝ ╚═╝
-"""
diff --git a/src/sre_agent/cli/presentation/banner.py b/src/sre_agent/cli/presentation/banner.py
deleted file mode 100644
index 0d93da75..00000000
--- a/src/sre_agent/cli/presentation/banner.py
+++ /dev/null
@@ -1,54 +0,0 @@
-"""CLI banner rendering."""
-
-from importlib.metadata import PackageNotFoundError, version
-
-from rich.console import Group
-from rich.panel import Panel
-from rich.text import Text
-
-from sre_agent.cli.presentation.ascii_art import get_ascii_art
-from sre_agent.cli.presentation.console import console
-
-
-def print_global_banner() -> None:
- """Print the main CLI banner."""
- ascii_art = get_ascii_art().strip("\n")
- banner_text = Text()
- colours = ["orange1", "dark_orange", "orange3", "orange1"]
- banner_text.append("\n")
- for index, line in enumerate(ascii_art.splitlines()):
- if not line.strip():
- banner_text.append("\n")
- continue
- banner_text.append(f"{line}\n", style=colours[index % len(colours)])
-
- banner_text.append(
- "\nYour AI-powered Site Reliability Engineering assistant\n",
- style="bright_white",
- )
- banner_text.append("Diagnose • Monitor • Debug • Scale\n", style="dim white")
- banner_text.append("\n")
-
- footer_text = Text(justify="right")
- footer_text.append(f"v{_get_version()}\n", style="orange1")
- footer_text.append("Made by Fuzzy Labs", style="dim white")
- console.print(
- Panel(
- Group(banner_text, footer_text),
- title="Welcome to SRE Agent",
- border_style="cyan",
- expand=True,
- )
- )
-
-
-def _get_version() -> str:
- """Return the CLI version.
-
- Returns:
- The CLI version string.
- """
- try:
- return version("sre-agent")
- except PackageNotFoundError:
- return "0.2.0"
diff --git a/src/sre_agent/cli/presentation/console.py b/src/sre_agent/cli/presentation/console.py
deleted file mode 100644
index 96527c8f..00000000
--- a/src/sre_agent/cli/presentation/console.py
+++ /dev/null
@@ -1,5 +0,0 @@
-"""Shared Rich console for the CLI."""
-
-from rich.console import Console
-
-console = Console()
diff --git a/src/sre_agent/cli/presentation/styles.py b/src/sre_agent/cli/presentation/styles.py
deleted file mode 100644
index 3376dcb6..00000000
--- a/src/sre_agent/cli/presentation/styles.py
+++ /dev/null
@@ -1,28 +0,0 @@
-"""Questionary styles for the CLI."""
-
-import questionary
-import questionary.constants as questionary_constants
-import questionary.styles as questionary_styles
-
-QUESTIONARY_STYLE = questionary.Style(
- [
- ("qmark", "fg:#5f819d"),
- ("question", "fg:#e0e0e0 bold"),
- ("answer", "fg:#FF9D00 bold"),
- ("search_success", "noinherit fg:#00FF00 bold"),
- ("search_none", "noinherit fg:#FF0000 bold"),
- ("pointer", "fg:#e0e0e0"),
- ("highlighted", "fg:#f2f2f2"),
- ("selected", "fg:#e0e0e0"),
- ("separator", "fg:#e0e0e0"),
- ("instruction", "fg:#e0e0e0"),
- ("text", "fg:#e0e0e0"),
- ("disabled", "fg:#bdbdbd italic"),
- ]
-)
-
-
-def apply_questionary_style() -> None:
- """Apply the default Questionary style for CLI prompts."""
- questionary_constants.DEFAULT_STYLE = QUESTIONARY_STYLE
- setattr(questionary_styles, "DEFAULT_STYLE", QUESTIONARY_STYLE)
diff --git a/src/sre_agent/config/__init__.py b/src/sre_agent/config/__init__.py
deleted file mode 100644
index a5d9d82f..00000000
--- a/src/sre_agent/config/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-"""Shared configuration helpers."""
diff --git a/src/sre_agent/config/paths.py b/src/sre_agent/config/paths.py
deleted file mode 100644
index 4ba4f21a..00000000
--- a/src/sre_agent/config/paths.py
+++ /dev/null
@@ -1,36 +0,0 @@
-"""Shared filesystem paths for user configuration."""
-
-from pathlib import Path
-
-from platformdirs import user_config_dir
-
-APP_NAME = "sre-agent"
-CLI_CONFIG_FILENAME = "config.json"
-ENV_FILENAME = ".env"
-
-
-def config_dir() -> Path:
- """Return the user configuration directory.
-
- Returns:
- The user configuration directory path.
- """
- return Path(user_config_dir(APP_NAME))
-
-
-def cli_config_path() -> Path:
- """Return the CLI configuration file path.
-
- Returns:
- The CLI configuration file path.
- """
- return config_dir() / CLI_CONFIG_FILENAME
-
-
-def env_path() -> Path:
- """Return the user env file path.
-
- Returns:
- The user env file path.
- """
- return config_dir() / ENV_FILENAME
diff --git a/src/sre_agent/core/__init__.py b/src/sre_agent/core/__init__.py
deleted file mode 100644
index 3534df48..00000000
--- a/src/sre_agent/core/__init__.py
+++ /dev/null
@@ -1,15 +0,0 @@
-"""SRE Agent core modules."""
-
-from sre_agent.core.agent import create_sre_agent, diagnose_error
-from sre_agent.core.models import ErrorDiagnosis, LogEntry, LogQueryResult
-from sre_agent.core.settings import AgentSettings, get_settings
-
-__all__ = [
- "create_sre_agent",
- "diagnose_error",
- "AgentSettings",
- "get_settings",
- "ErrorDiagnosis",
- "LogEntry",
- "LogQueryResult",
-]
diff --git a/src/sre_agent/core/agent.py b/src/sre_agent/core/agent.py
deleted file mode 100644
index 78df3cf4..00000000
--- a/src/sre_agent/core/agent.py
+++ /dev/null
@@ -1,65 +0,0 @@
-"""SRE Agent using pydantic-ai."""
-
-from pydantic_ai import Agent
-
-from sre_agent.core.models import ErrorDiagnosis
-from sre_agent.core.prompts import SYSTEM_PROMPT, build_diagnosis_prompt
-from sre_agent.core.settings import AgentSettings, get_settings
-from sre_agent.core.tools import (
- create_cloudwatch_toolset,
- create_github_mcp_toolset,
- create_slack_mcp_toolset,
-)
-
-
-def create_sre_agent(config: AgentSettings | None = None) -> Agent[None, ErrorDiagnosis]:
- """Create the SRE Agent with all toolsets configured.
-
- Args:
- config: Optional AgentSettings. If not provided, loads from environment.
-
- Returns:
- Configured pydantic-ai Agent with structured output.
- """
- if config is None:
- config = get_settings()
-
- toolsets = [
- create_cloudwatch_toolset(config),
- create_github_mcp_toolset(config),
- create_slack_mcp_toolset(config),
- ]
-
- return Agent(
- config.model,
- system_prompt=SYSTEM_PROMPT,
- output_type=ErrorDiagnosis,
- toolsets=toolsets,
- )
-
-
-async def diagnose_error(
- log_group: str,
- service_name: str,
- time_range_minutes: int = 10,
- config: AgentSettings | None = None,
-) -> ErrorDiagnosis:
- """Run a diagnosis for errors in a specific log group.
-
- Args:
- log_group: CloudWatch log group to analyse.
- service_name: Service name to filter.
- time_range_minutes: How far back to look for errors.
- config: Optional agent configuration.
-
- Returns:
- ErrorDiagnosis with findings and suggested fixes.
- """
- if config is None:
- config = get_settings()
-
- agent = create_sre_agent(config)
- prompt = build_diagnosis_prompt(config, log_group, service_name, time_range_minutes)
-
- result = await agent.run(prompt)
- return result.output
diff --git a/src/sre_agent/core/deployments/__init__.py b/src/sre_agent/core/deployments/__init__.py
deleted file mode 100644
index 9a31d0c5..00000000
--- a/src/sre_agent/core/deployments/__init__.py
+++ /dev/null
@@ -1,43 +0,0 @@
-"""Deployment helpers for the SRE Agent."""
-
-from sre_agent.core.deployments.aws_ecs import (
- EcsDeploymentConfig,
- ImageBuildConfig,
- NetworkSelection,
- SecurityGroupInfo,
- build_and_push_images,
- check_deployment,
- cleanup_resources,
- create_basic_vpc,
- create_secret,
- create_security_group,
- create_session,
- ensure_cluster,
- ensure_repository,
- ensure_roles,
- ensure_service_linked_role,
- get_identity,
- register_task_definition,
- run_task,
-)
-
-__all__ = [
- "EcsDeploymentConfig",
- "ImageBuildConfig",
- "NetworkSelection",
- "SecurityGroupInfo",
- "build_and_push_images",
- "check_deployment",
- "cleanup_resources",
- "create_basic_vpc",
- "create_security_group",
- "create_secret",
- "create_session",
- "ensure_cluster",
- "ensure_repository",
- "ensure_roles",
- "ensure_service_linked_role",
- "get_identity",
- "register_task_definition",
- "run_task",
-]
diff --git a/src/sre_agent/core/deployments/aws_ecs/__init__.py b/src/sre_agent/core/deployments/aws_ecs/__init__.py
deleted file mode 100644
index fc6227d2..00000000
--- a/src/sre_agent/core/deployments/aws_ecs/__init__.py
+++ /dev/null
@@ -1,52 +0,0 @@
-"""AWS ECS deployment helpers."""
-
-from sre_agent.core.deployments.aws_ecs.cleanup import cleanup_resources
-from sre_agent.core.deployments.aws_ecs.ecr import ensure_repository
-from sre_agent.core.deployments.aws_ecs.ecs_tasks import (
- ensure_cluster,
- register_task_definition,
- run_task,
- wait_for_task_completion,
-)
-from sre_agent.core.deployments.aws_ecs.iam import ensure_roles, ensure_service_linked_role
-from sre_agent.core.deployments.aws_ecs.images import ImageBuildConfig, build_and_push_images
-from sre_agent.core.deployments.aws_ecs.models import (
- EcsDeploymentConfig,
- NetworkSelection,
- SecurityGroupInfo,
-)
-from sre_agent.core.deployments.aws_ecs.network import create_basic_vpc
-from sre_agent.core.deployments.aws_ecs.secrets import (
- SecretInfo,
- create_secret,
- get_secret_info,
- restore_secret,
-)
-from sre_agent.core.deployments.aws_ecs.security_groups import create_security_group
-from sre_agent.core.deployments.aws_ecs.session import create_session, get_identity
-from sre_agent.core.deployments.aws_ecs.status import check_deployment
-
-__all__ = [
- "EcsDeploymentConfig",
- "NetworkSelection",
- "ImageBuildConfig",
- "SecurityGroupInfo",
- "build_and_push_images",
- "cleanup_resources",
- "check_deployment",
- "create_basic_vpc",
- "create_security_group",
- "create_secret",
- "create_session",
- "ensure_cluster",
- "ensure_repository",
- "ensure_roles",
- "ensure_service_linked_role",
- "get_identity",
- "get_secret_info",
- "restore_secret",
- "register_task_definition",
- "run_task",
- "wait_for_task_completion",
- "SecretInfo",
-]
diff --git a/src/sre_agent/core/deployments/aws_ecs/cleanup.py b/src/sre_agent/core/deployments/aws_ecs/cleanup.py
deleted file mode 100644
index 0f82683b..00000000
--- a/src/sre_agent/core/deployments/aws_ecs/cleanup.py
+++ /dev/null
@@ -1,330 +0,0 @@
-"""Clean-up helpers for ECS deployment resources."""
-
-import time
-from collections.abc import Callable
-from typing import Any
-
-from boto3.session import Session
-from botocore.exceptions import ClientError
-
-from sre_agent.core.deployments.aws_ecs.models import EcsDeploymentConfig
-from sre_agent.core.deployments.aws_ecs.session import create_session
-
-
-def cleanup_resources(
- config: EcsDeploymentConfig,
- reporter: Callable[[str], None],
- force_delete_secrets: bool,
-) -> None:
- """Clean up resources created for ECS deployment."""
- session = create_session(config)
- reporter("Stopping ECS tasks (if any)")
- _stop_tasks(session, config.cluster_name, reporter)
-
- if config.task_definition_arn:
- reporter("Deregistering task definition")
- _deregister_task_definition(session, config.task_definition_arn, reporter)
-
- reporter("Deleting ECS cluster (if it exists)")
- _delete_cluster(session, config.cluster_name, reporter)
-
- if config.log_group_name:
- reporter("Deleting CloudWatch log group")
- _delete_log_group(session, config.log_group_name, reporter)
-
- reporter("Deleting ECR repository (if it exists)")
- _delete_ecr_repo(session, config.ecr_repo_sre_agent, reporter)
-
- reporter("Deleting IAM roles (if they exist)")
- _delete_roles(session, config, reporter)
-
- reporter("Deleting Secrets Manager secrets (if they exist)")
- _delete_secret(session, config.secret_anthropic_name, force_delete_secrets, reporter)
- _delete_secret(session, config.secret_slack_bot_name, force_delete_secrets, reporter)
- _delete_secret(session, config.secret_github_token_name, force_delete_secrets, reporter)
-
- if config.vpc_id:
- reporter("Deleting VPC resources")
- _cleanup_vpc(session, config.vpc_id, reporter)
-
-
-def _stop_tasks(session: Session, cluster_name: str, reporter: Callable[[str], None]) -> None:
- """Stop running ECS tasks in the cluster."""
- ecs = session.client("ecs")
- try:
- response = ecs.list_tasks(cluster=cluster_name)
- except ClientError as exc:
- code = exc.response.get("Error", {}).get("Code")
- if code == "ClusterNotFoundException":
- return
- raise RuntimeError(f"Failed to list ECS tasks: {exc}") from exc
-
- task_arns = response.get("taskArns", [])
- for task_arn in task_arns:
- reporter(f"Stopping task {task_arn}")
- try:
- ecs.stop_task(cluster=cluster_name, task=task_arn, reason="Clean up")
- except ClientError as exc:
- reporter(f"Failed to stop task {task_arn}: {exc}")
-
-
-def _deregister_task_definition(
- session: Session,
- task_definition_arn: str,
- reporter: Callable[[str], None],
-) -> None:
- """Deregister an ECS task definition."""
- ecs = session.client("ecs")
- try:
- ecs.deregister_task_definition(taskDefinition=task_definition_arn)
- except ClientError as exc:
- reporter(f"Failed to deregister task definition: {exc}")
-
-
-def _delete_cluster(session: Session, cluster_name: str, reporter: Callable[[str], None]) -> None:
- """Delete an ECS cluster if it exists."""
- ecs = session.client("ecs")
- try:
- ecs.delete_cluster(cluster=cluster_name)
- except ClientError as exc:
- code = exc.response.get("Error", {}).get("Code")
- if code in {"ClusterNotFoundException"}:
- return
- reporter(f"Failed to delete cluster: {exc}")
-
-
-def _delete_log_group(
- session: Session,
- log_group_name: str,
- reporter: Callable[[str], None],
-) -> None:
- """Delete a CloudWatch log group."""
- logs = session.client("logs")
- try:
- logs.delete_log_group(logGroupName=log_group_name)
- except ClientError as exc:
- code = exc.response.get("Error", {}).get("Code")
- if code != "ResourceNotFoundException":
- reporter(f"Failed to delete log group: {exc}")
-
-
-def _delete_ecr_repo(session: Session, name: str, reporter: Callable[[str], None]) -> None:
- """Delete an ECR repository if it exists."""
- if not name:
- return
- ecr = session.client("ecr")
- try:
- ecr.delete_repository(repositoryName=name, force=True)
- except ClientError as exc:
- code = exc.response.get("Error", {}).get("Code")
- if code != "RepositoryNotFoundException":
- reporter(f"Failed to delete ECR repo {name}: {exc}")
-
-
-def _delete_roles(
- session: Session,
- config: EcsDeploymentConfig,
- reporter: Callable[[str], None],
-) -> None:
- """Delete IAM roles created for ECS tasks."""
- iam = session.client("iam")
- role_names = _role_names(config)
- for role_name in role_names:
- reporter(f"Removing IAM role {role_name}")
- _detach_managed_policies(iam, role_name, reporter)
- _delete_inline_policies(iam, role_name, reporter)
- try:
- iam.delete_role(RoleName=role_name)
- except ClientError as exc:
- code = exc.response.get("Error", {}).get("Code")
- if code != "NoSuchEntity":
- reporter(f"Failed to delete role {role_name}: {exc}")
-
-
-def _role_names(config: EcsDeploymentConfig) -> set[str]:
- """Return role names for clean-up."""
- names = set()
- if config.exec_role_arn:
- names.add(config.exec_role_arn.split("/")[-1])
- if config.task_role_arn:
- names.add(config.task_role_arn.split("/")[-1])
- names.add(f"{config.project_name}-task-execution")
- names.add(f"{config.project_name}-task")
- return names
-
-
-def _detach_managed_policies(iam: Any, role_name: str, reporter: Callable[[str], None]) -> None:
- """Detach managed policies from a role."""
- try:
- response = iam.list_attached_role_policies(RoleName=role_name)
- except ClientError as exc:
- code = exc.response.get("Error", {}).get("Code")
- if code == "NoSuchEntity":
- return
- reporter(f"Failed to list attached policies for {role_name}: {exc}")
- return
-
- for policy in response.get("AttachedPolicies", []):
- policy_arn = policy["PolicyArn"]
- try:
- iam.detach_role_policy(RoleName=role_name, PolicyArn=policy_arn)
- except ClientError as exc:
- reporter(f"Failed to detach policy {policy_arn} from {role_name}: {exc}")
-
-
-def _delete_inline_policies(iam: Any, role_name: str, reporter: Callable[[str], None]) -> None:
- """Delete inline policies for a role."""
- try:
- response = iam.list_role_policies(RoleName=role_name)
- except ClientError as exc:
- code = exc.response.get("Error", {}).get("Code")
- if code == "NoSuchEntity":
- return
- reporter(f"Failed to list inline policies for {role_name}: {exc}")
- return
-
- for policy_name in response.get("PolicyNames", []):
- try:
- iam.delete_role_policy(RoleName=role_name, PolicyName=policy_name)
- except ClientError as exc:
- reporter(f"Failed to delete policy {policy_name} from {role_name}: {exc}")
-
-
-def _delete_secret(
- session: Session,
- name: str,
- force_delete: bool,
- reporter: Callable[[str], None],
-) -> None:
- """Delete a secret if it exists."""
- if not name:
- return
- secrets = session.client("secretsmanager")
- try:
- secrets.delete_secret(
- SecretId=name,
- ForceDeleteWithoutRecovery=force_delete,
- )
- except ClientError as exc:
- code = exc.response.get("Error", {}).get("Code")
- if code != "ResourceNotFoundException":
- reporter(f"Failed to delete secret {name}: {exc}")
-
-
-def _cleanup_vpc(session: Session, vpc_id: str, reporter: Callable[[str], None]) -> None:
- """Delete a VPC and its dependent resources."""
- ec2 = session.client("ec2")
-
- nat_gateways = _list_nat_gateways(ec2, vpc_id)
- allocation_ids = [allocation for _, allocation in nat_gateways if allocation]
- for nat_gateway_id, _ in nat_gateways:
- reporter(f"Deleting NAT gateway {nat_gateway_id}")
- ec2.delete_nat_gateway(NatGatewayId=nat_gateway_id)
-
- if nat_gateways:
- _wait_for_nat_gateways(ec2, [nat_id for nat_id, _ in nat_gateways], reporter)
-
- for allocation_id in allocation_ids:
- reporter(f"Releasing Elastic IP {allocation_id}")
- try:
- ec2.release_address(AllocationId=allocation_id)
- except ClientError as exc:
- reporter(f"Failed to release Elastic IP {allocation_id}: {exc}")
-
- igw_ids = _list_internet_gateways(ec2, vpc_id)
- for igw_id in igw_ids:
- reporter(f"Detaching and deleting internet gateway {igw_id}")
- try:
- ec2.detach_internet_gateway(InternetGatewayId=igw_id, VpcId=vpc_id)
- ec2.delete_internet_gateway(InternetGatewayId=igw_id)
- except ClientError as exc:
- reporter(f"Failed to delete internet gateway {igw_id}: {exc}")
-
- _delete_route_tables(ec2, vpc_id, reporter)
- _delete_subnets(ec2, vpc_id, reporter)
- _delete_security_groups(ec2, vpc_id, reporter)
-
- reporter(f"Deleting VPC {vpc_id}")
- try:
- ec2.delete_vpc(VpcId=vpc_id)
- except ClientError as exc:
- reporter(f"Failed to delete VPC {vpc_id}: {exc}")
-
-
-def _list_nat_gateways(ec2: Any, vpc_id: str) -> list[tuple[str, str | None]]:
- """Return NAT gateway IDs and allocation IDs."""
- response = ec2.describe_nat_gateways(Filter=[{"Name": "vpc-id", "Values": [vpc_id]}])
- gateways = []
- for nat_gateway in response.get("NatGateways", []):
- nat_id = nat_gateway["NatGatewayId"]
- allocation_id = None
- for address in nat_gateway.get("NatGatewayAddresses", []):
- allocation_id = address.get("AllocationId")
- gateways.append((nat_id, allocation_id))
- return gateways
-
-
-def _wait_for_nat_gateways(ec2: Any, nat_ids: list[str], reporter: Callable[[str], None]) -> None:
- """Wait for NAT gateways to delete."""
- attempts = 30
- delay = 10
- for _ in range(attempts):
- response = ec2.describe_nat_gateways(NatGatewayIds=nat_ids)
- states = {gw["NatGatewayId"]: gw["State"] for gw in response.get("NatGateways", [])}
- if all(state == "deleted" for state in states.values()):
- return
- reporter("Waiting for NAT gateways to delete...")
- time.sleep(delay)
-
-
-def _list_internet_gateways(ec2: Any, vpc_id: str) -> list[str]:
- """List internet gateways attached to a VPC."""
- response = ec2.describe_internet_gateways(
- Filters=[{"Name": "attachment.vpc-id", "Values": [vpc_id]}]
- )
- return [igw["InternetGatewayId"] for igw in response.get("InternetGateways", [])]
-
-
-def _delete_route_tables(ec2: Any, vpc_id: str, reporter: Callable[[str], None]) -> None:
- """Delete non-main route tables."""
- response = ec2.describe_route_tables(Filters=[{"Name": "vpc-id", "Values": [vpc_id]}])
- for route_table in response.get("RouteTables", []):
- associations = route_table.get("Associations", [])
- is_main = any(assoc.get("Main") for assoc in associations)
- for assoc in associations:
- assoc_id = assoc.get("RouteTableAssociationId")
- if assoc_id and not assoc.get("Main"):
- try:
- ec2.disassociate_route_table(AssociationId=assoc_id)
- except ClientError as exc:
- reporter(f"Failed to disassociate route table: {exc}")
- if is_main:
- continue
- try:
- ec2.delete_route_table(RouteTableId=route_table["RouteTableId"])
- except ClientError as exc:
- reporter(f"Failed to delete route table: {exc}")
-
-
-def _delete_subnets(ec2: Any, vpc_id: str, reporter: Callable[[str], None]) -> None:
- """Delete all subnets in a VPC."""
- response = ec2.describe_subnets(Filters=[{"Name": "vpc-id", "Values": [vpc_id]}])
- for subnet in response.get("Subnets", []):
- subnet_id = subnet["SubnetId"]
- try:
- ec2.delete_subnet(SubnetId=subnet_id)
- except ClientError as exc:
- reporter(f"Failed to delete subnet {subnet_id}: {exc}")
-
-
-def _delete_security_groups(ec2: Any, vpc_id: str, reporter: Callable[[str], None]) -> None:
- """Delete non-default security groups in a VPC."""
- response = ec2.describe_security_groups(Filters=[{"Name": "vpc-id", "Values": [vpc_id]}])
- for group in response.get("SecurityGroups", []):
- if group.get("GroupName") == "default":
- continue
- group_id = group["GroupId"]
- try:
- ec2.delete_security_group(GroupId=group_id)
- except ClientError as exc:
- reporter(f"Failed to delete security group {group_id}: {exc}")
diff --git a/src/sre_agent/core/deployments/aws_ecs/ecr.py b/src/sre_agent/core/deployments/aws_ecs/ecr.py
deleted file mode 100644
index b5bf1cdd..00000000
--- a/src/sre_agent/core/deployments/aws_ecs/ecr.py
+++ /dev/null
@@ -1,21 +0,0 @@
-"""ECR helpers for ECS deployment."""
-
-from typing import cast
-
-from boto3.session import Session
-from botocore.exceptions import ClientError
-
-
-def ensure_repository(session: Session, name: str) -> str:
- """Ensure an ECR repository exists and return its URI."""
- ecr = session.client("ecr")
- try:
- response = ecr.describe_repositories(repositoryNames=[name])
- return cast(str, response["repositories"][0]["repositoryUri"])
- except ClientError as exc:
- code = exc.response.get("Error", {}).get("Code")
- if code != "RepositoryNotFoundException":
- raise RuntimeError(f"Failed to read ECR repo {name}: {exc}") from exc
-
- response = ecr.create_repository(repositoryName=name)
- return cast(str, response["repository"]["repositoryUri"])
diff --git a/src/sre_agent/core/deployments/aws_ecs/ecs_tasks.py b/src/sre_agent/core/deployments/aws_ecs/ecs_tasks.py
deleted file mode 100644
index f9329d19..00000000
--- a/src/sre_agent/core/deployments/aws_ecs/ecs_tasks.py
+++ /dev/null
@@ -1,263 +0,0 @@
-"""ECS task and cluster helpers."""
-
-import time
-from collections.abc import Callable
-from typing import Any, cast
-
-from boto3.session import Session
-from botocore.exceptions import ClientError
-
-from sre_agent.core.deployments.aws_ecs.models import EcsDeploymentConfig
-
-SRE_AGENT_CONTAINER_NAME = "sre-agent"
-SLACK_MCP_IMAGE = "ghcr.io/korotovsky/slack-mcp-server:latest"
-
-
-def ensure_log_group(session: Session, log_group_name: str) -> None:
- """Ensure a CloudWatch log group exists."""
- logs = session.client("logs")
- try:
- logs.create_log_group(logGroupName=log_group_name)
- except ClientError as exc:
- code = exc.response.get("Error", {}).get("Code")
- if code != "ResourceAlreadyExistsException":
- raise RuntimeError(f"Failed to create log group: {exc}") from exc
-
-
-def register_task_definition(
- session: Session,
- config: EcsDeploymentConfig,
- reporter: Callable[[str], None],
-) -> str:
- """Register the ECS task definition."""
- cpu_architecture = _normalise_cpu_architecture(config.task_cpu_architecture)
- if not config.exec_role_arn or not config.task_role_arn:
- raise RuntimeError("Task roles must be created before registering the task definition.")
- if not config.ecr_sre_agent_uri:
- raise RuntimeError("ECR repository for sre-agent must be created first.")
- if (
- not config.secret_anthropic_arn
- or not config.secret_github_token_arn
- or not config.secret_slack_bot_arn
- ):
- raise RuntimeError("Secrets must be created before registering the task definition.")
- if not config.slack_channel_id:
- raise RuntimeError("Slack channel ID is required for the task definition.")
-
- reporter("Ensuring CloudWatch log group for task logs")
- ensure_log_group(session, config.log_group_name)
-
- ecs = session.client("ecs")
- slack_mcp_url = f"http://localhost:{config.slack_mcp_port}/sse"
-
- container_definitions = [
- {
- "name": SRE_AGENT_CONTAINER_NAME,
- "image": f"{config.ecr_sre_agent_uri}:{config.image_tag}",
- "essential": True,
- "environment": [
- {"name": "AWS_REGION", "value": config.aws_region},
- {"name": "MODEL", "value": config.model},
- {"name": "SLACK_CHANNEL_ID", "value": config.slack_channel_id},
- {"name": "SLACK_MCP_URL", "value": slack_mcp_url},
- {"name": "GITHUB_MCP_URL", "value": config.github_mcp_url},
- ],
- "secrets": [
- {
- "name": "ANTHROPIC_API_KEY",
- "valueFrom": config.secret_anthropic_arn,
- },
- {
- "name": "GITHUB_PERSONAL_ACCESS_TOKEN",
- "valueFrom": config.secret_github_token_arn,
- },
- ],
- "dependsOn": [{"containerName": "slack", "condition": "START"}],
- "logConfiguration": {
- "logDriver": "awslogs",
- "options": {
- "awslogs-group": config.log_group_name,
- "awslogs-region": config.aws_region,
- "awslogs-stream-prefix": "sre-agent",
- },
- },
- },
- {
- "name": "slack",
- "image": SLACK_MCP_IMAGE,
- "essential": True,
- "environment": [
- {"name": "SLACK_MCP_ADD_MESSAGE_TOOL", "value": config.slack_channel_id},
- {"name": "SLACK_MCP_HOST", "value": config.slack_mcp_host},
- {"name": "SLACK_MCP_PORT", "value": str(config.slack_mcp_port)},
- ],
- "secrets": [
- {"name": "SLACK_MCP_XOXB_TOKEN", "valueFrom": config.secret_slack_bot_arn},
- ],
- "logConfiguration": {
- "logDriver": "awslogs",
- "options": {
- "awslogs-group": config.log_group_name,
- "awslogs-region": config.aws_region,
- "awslogs-stream-prefix": "slack",
- },
- },
- },
- ]
-
- response = ecs.register_task_definition(
- family=config.task_family,
- networkMode="awsvpc",
- requiresCompatibilities=["FARGATE"],
- runtimePlatform={
- "cpuArchitecture": cpu_architecture,
- "operatingSystemFamily": "LINUX",
- },
- cpu=str(config.task_cpu),
- memory=str(config.task_memory),
- executionRoleArn=config.exec_role_arn,
- taskRoleArn=config.task_role_arn,
- containerDefinitions=container_definitions,
- )
- return cast(str, response["taskDefinition"]["taskDefinitionArn"])
-
-
-def _normalise_cpu_architecture(value: str) -> str:
- """Return a validated ECS CPU architecture."""
- architecture = value.strip().upper()
- if architecture in {"X86_64", "ARM64"}:
- return architecture
- raise RuntimeError(f"Unsupported ECS CPU architecture '{value}'. Use X86_64 or ARM64.")
-
-
-def ensure_cluster(session: Session, cluster_name: str) -> str:
- """Ensure an ECS cluster exists."""
- ecs = session.client("ecs")
- response = ecs.describe_clusters(clusters=[cluster_name])
- clusters = response.get("clusters", [])
- if clusters:
- cluster = clusters[0]
- status = str(cluster.get("status", ""))
- cluster_arn = cast(str, cluster["clusterArn"])
- if status == "ACTIVE":
- return cluster_arn
- if status != "INACTIVE":
- raise RuntimeError(
- f"ECS cluster {cluster_name} is in unexpected status {status} and cannot be used."
- )
-
- # If the cluster does not exist or is inactive, create it.
- response = ecs.create_cluster(clusterName=cluster_name)
- return cast(str, response["cluster"]["clusterArn"])
-
-
-def run_task(
- session: Session,
- config: EcsDeploymentConfig,
- container_overrides: list[dict[str, Any]] | None = None,
-) -> str:
- """Run a one-off ECS task."""
- if not config.task_definition_arn:
- raise RuntimeError("Task definition is missing. Register it before running tasks.")
- if not config.security_group_id or not config.private_subnet_ids:
- raise RuntimeError(
- "Network configuration is missing. Configure subnets and security group."
- )
-
- ecs = session.client("ecs")
- request: dict[str, Any] = {
- "cluster": config.cluster_name,
- "launchType": "FARGATE",
- "taskDefinition": config.task_definition_arn,
- "count": 1,
- "networkConfiguration": {
- "awsvpcConfiguration": {
- "subnets": config.private_subnet_ids,
- "securityGroups": [config.security_group_id],
- "assignPublicIp": "DISABLED",
- }
- },
- }
- if container_overrides:
- request["overrides"] = {"containerOverrides": container_overrides}
-
- try:
- response = ecs.run_task(**request)
- except ClientError as exc:
- code = exc.response.get("Error", {}).get("Code")
- if code == "ClusterNotFoundException":
- raise RuntimeError(
- f"ECS cluster '{config.cluster_name}' is missing or inactive. "
- "Re-run deployment to recreate it."
- ) from exc
- raise RuntimeError(f"Failed to run ECS task: {exc}") from exc
-
- tasks = response.get("tasks", [])
- if not tasks:
- failures = response.get("failures", [])
- raise RuntimeError(f"Failed to run task: {failures}")
- return cast(str, tasks[0]["taskArn"])
-
-
-def wait_for_task_completion(
- session: Session,
- cluster_name: str,
- task_arn: str,
- timeout_seconds: int = 1800,
- poll_interval_seconds: int = 5,
-) -> tuple[bool, str]:
- """Wait for a task to stop and report container exit status."""
- ecs = session.client("ecs")
- deadline = time.time() + timeout_seconds
-
- while time.time() < deadline:
- response = ecs.describe_tasks(cluster=cluster_name, tasks=[task_arn])
- tasks = response.get("tasks", [])
- if not tasks:
- failures = response.get("failures", [])
- return False, f"Task not found while checking completion: {failures}"
-
- task = tasks[0]
- task_status = str(task.get("lastStatus", ""))
- if task_status != "STOPPED":
- time.sleep(poll_interval_seconds)
- continue
-
- return _task_completion_result(task)
-
- return False, f"Timed out waiting for task completion after {timeout_seconds} seconds."
-
-
-def _task_completion_result(task: dict[str, Any]) -> tuple[bool, str]:
- """Convert ECS task details into a completion result."""
- target = _find_container(task.get("containers", []), SRE_AGENT_CONTAINER_NAME)
- if target is None:
- stopped_reason = str(task.get("stoppedReason", "task stopped"))
- return (
- False,
- "Task stopped before container "
- f"{SRE_AGENT_CONTAINER_NAME} was observed: {stopped_reason}",
- )
-
- exit_code = target.get("exitCode")
- reason = str(target.get("reason", "")).strip()
- if exit_code == 0:
- return True, "Diagnosis task completed successfully."
- if reason:
- return False, reason
- if exit_code is not None:
- return False, f"Container {SRE_AGENT_CONTAINER_NAME} exited with code {exit_code}."
-
- stopped_reason = str(task.get("stoppedReason", "task stopped"))
- return (
- False,
- f"Task stopped without an exit code for {SRE_AGENT_CONTAINER_NAME}: {stopped_reason}",
- )
-
-
-def _find_container(containers: list[dict[str, Any]], name: str) -> dict[str, Any] | None:
- """Return a container by name from task container details."""
- for container in containers:
- if container.get("name") == name:
- return container
- return None
diff --git a/src/sre_agent/core/deployments/aws_ecs/iam.py b/src/sre_agent/core/deployments/aws_ecs/iam.py
deleted file mode 100644
index f44222ff..00000000
--- a/src/sre_agent/core/deployments/aws_ecs/iam.py
+++ /dev/null
@@ -1,159 +0,0 @@
-"""IAM role helpers for ECS deployment."""
-
-import json
-from collections.abc import Callable
-from typing import Any, cast
-
-from boto3.session import Session
-from botocore.exceptions import ClientError
-
-
-def ensure_roles(
- session: Session,
- project_name: str,
- region: str,
- secret_arns: list[str],
- reporter: Callable[[str], None],
-) -> tuple[str, str]:
- """Ensure execution and task roles exist."""
- if not secret_arns:
- raise RuntimeError("Secret ARNs are required before creating roles.")
-
- iam = session.client("iam")
- exec_role_name = f"{project_name}-task-execution"
- task_role_name = f"{project_name}-task"
-
- reporter("Ensuring task execution role")
- exec_role_arn = _ensure_role(iam, exec_role_name, _ecs_trust_policy())
- _attach_managed_policy(
- iam,
- exec_role_name,
- "arn:aws:iam::aws:policy/service-role/AmazonECSTaskExecutionRolePolicy",
- )
- _put_inline_policy(
- iam,
- exec_role_name,
- f"{project_name}-secrets",
- _secrets_policy(secret_arns),
- )
-
- reporter("Ensuring task role for CloudWatch access")
- task_role_arn = _ensure_role(iam, task_role_name, _ecs_trust_policy())
- account_id = _get_account_id(session)
- _put_inline_policy(
- iam,
- task_role_name,
- f"{project_name}-logs",
- _logs_policy(region, account_id),
- )
-
- return exec_role_arn, task_role_arn
-
-
-def ensure_service_linked_role(session: Session, reporter: Callable[[str], None]) -> None:
- """Ensure the ECS service-linked role exists."""
- iam = session.client("iam")
- role_name = "AWSServiceRoleForECS"
- try:
- iam.get_role(RoleName=role_name)
- reporter("ECS service-linked role already exists")
- return
- except ClientError as exc:
- code = exc.response.get("Error", {}).get("Code")
- if code != "NoSuchEntity":
- raise RuntimeError(f"Failed to read service-linked role: {exc}") from exc
-
- reporter("Creating ECS service-linked role")
- try:
- iam.create_service_linked_role(AWSServiceName="ecs.amazonaws.com")
- except ClientError as exc:
- raise RuntimeError(f"Failed to create service-linked role: {exc}") from exc
-
-
-def _ensure_role(iam: Any, role_name: str, trust_policy: dict[str, Any]) -> str:
- """Create a role if needed and return its ARN."""
- try:
- response = iam.get_role(RoleName=role_name)
- return cast(str, response["Role"]["Arn"])
- except ClientError as exc:
- code = exc.response.get("Error", {}).get("Code")
- if code != "NoSuchEntity":
- raise RuntimeError(f"Failed to read role {role_name}: {exc}") from exc
-
- response = iam.create_role(
- RoleName=role_name,
- AssumeRolePolicyDocument=json.dumps(trust_policy),
- )
- return cast(str, response["Role"]["Arn"])
-
-
-def _attach_managed_policy(iam: Any, role_name: str, policy_arn: str) -> None:
- """Attach a managed policy if it is missing."""
- response = iam.list_attached_role_policies(RoleName=role_name)
- attached = {policy["PolicyArn"] for policy in response.get("AttachedPolicies", [])}
- if policy_arn in attached:
- return
- iam.attach_role_policy(RoleName=role_name, PolicyArn=policy_arn)
-
-
-def _put_inline_policy(
- iam: Any,
- role_name: str,
- policy_name: str,
- policy_doc: dict[str, Any],
-) -> None:
- """Attach or update an inline policy."""
- iam.put_role_policy(
- RoleName=role_name,
- PolicyName=policy_name,
- PolicyDocument=json.dumps(policy_doc),
- )
-
-
-def _ecs_trust_policy() -> dict[str, Any]:
- """Return the ECS task trust policy."""
- return {
- "Version": "2012-10-17",
- "Statement": [
- {
- "Effect": "Allow",
- "Principal": {"Service": "ecs-tasks.amazonaws.com"},
- "Action": "sts:AssumeRole",
- }
- ],
- }
-
-
-def _secrets_policy(secret_arns: list[str]) -> dict[str, Any]:
- """Allow read access to Secrets Manager."""
- return {
- "Version": "2012-10-17",
- "Statement": [
- {
- "Effect": "Allow",
- "Action": ["secretsmanager:GetSecretValue"],
- "Resource": secret_arns,
- }
- ],
- }
-
-
-def _logs_policy(region: str, account_id: str) -> dict[str, Any]:
- """Allow CloudWatch Logs queries."""
- return {
- "Version": "2012-10-17",
- "Statement": [
- {
- "Effect": "Allow",
- "Action": ["logs:FilterLogEvents"],
- "Resource": f"arn:aws:logs:{region}:{account_id}:log-group:*",
- }
- ],
- }
-
-
-def _get_account_id(session: Session) -> str:
- """Return the AWS account ID."""
- client = session.client("sts")
- response = client.get_caller_identity()
- return cast(str, response["Account"])
diff --git a/src/sre_agent/core/deployments/aws_ecs/images.py b/src/sre_agent/core/deployments/aws_ecs/images.py
deleted file mode 100644
index d9165f88..00000000
--- a/src/sre_agent/core/deployments/aws_ecs/images.py
+++ /dev/null
@@ -1,106 +0,0 @@
-"""Docker build and push helpers."""
-
-import base64
-import shutil
-import subprocess # nosec B404
-from collections.abc import Callable
-from dataclasses import dataclass
-from pathlib import Path
-
-from boto3.session import Session
-from botocore.exceptions import ClientError
-
-TARGET_PLATFORM = "linux/arm64"
-TARGET_ECS_ARCHITECTURE = "ARM64"
-
-
-@dataclass(frozen=True)
-class ImageBuildConfig:
- """Image build settings for the ECS deployment."""
-
- sre_agent_uri: str
- image_tag: str
-
-
-def build_and_push_images(
- session: Session,
- root_dir: Path,
- image_config: ImageBuildConfig,
- reporter: Callable[[str], None],
-) -> str:
- """Build and push container images to ECR."""
- _require_docker()
-
- reporter("Authenticating Docker with ECR")
- username, password, proxy_endpoint = _ecr_login(session)
- _run(
- [
- "docker",
- "login",
- "--username",
- username,
- "--password-stdin",
- proxy_endpoint,
- ],
- reporter,
- input_bytes=password.encode("utf-8"),
- )
-
- reporter(f"Building and pushing sre-agent image ({TARGET_PLATFORM})")
- _run(
- [
- "docker",
- "build",
- "--platform",
- TARGET_PLATFORM,
- "-t",
- f"{image_config.sre_agent_uri}:{image_config.image_tag}",
- str(root_dir),
- ],
- reporter,
- )
- _run(
- ["docker", "push", f"{image_config.sre_agent_uri}:{image_config.image_tag}"],
- reporter,
- )
-
- reporter(f"Using ECS runtime CPU architecture: {TARGET_ECS_ARCHITECTURE}")
- return TARGET_ECS_ARCHITECTURE
-
-
-def _require_docker() -> None:
- """Ensure Docker is installed."""
- if not shutil.which("docker"):
- raise RuntimeError("Docker is required to build and push images.")
-
-
-def _ecr_login(session: Session) -> tuple[str, str, str]:
- """Return Docker login credentials for ECR."""
- ecr = session.client("ecr")
- try:
- # spellchecker:ignore-next-line
- response = ecr.get_authorization_token()
- except ClientError as exc:
- raise RuntimeError(f"Failed to authenticate with ECR: {exc}") from exc
-
- # spellchecker:ignore-next-line
- auth_data = response["authorizationData"][0]
- # spellchecker:ignore-next-line
- token = base64.b64decode(auth_data["authorizationToken"]).decode("utf-8")
- username, password = token.split(":", 1)
- proxy_endpoint = auth_data["proxyEndpoint"]
- return username, password, proxy_endpoint
-
-
-def _run(
- command: list[str],
- reporter: Callable[[str], None],
- input_bytes: bytes | None = None,
-) -> None:
- """Run a subprocess command."""
- executable = shutil.which(command[0])
- if not executable:
- raise RuntimeError(f"Executable not found: {command[0]}")
- resolved_command = [executable, *command[1:]]
- reporter(f"Running: {' '.join(resolved_command)}")
- subprocess.run(resolved_command, check=True, input=input_bytes) # nosec B603
diff --git a/src/sre_agent/core/deployments/aws_ecs/models.py b/src/sre_agent/core/deployments/aws_ecs/models.py
deleted file mode 100644
index 17df1eb2..00000000
--- a/src/sre_agent/core/deployments/aws_ecs/models.py
+++ /dev/null
@@ -1,57 +0,0 @@
-"""Data models for ECS deployment."""
-
-from dataclasses import dataclass, field
-
-
-@dataclass
-class EcsDeploymentConfig:
- """Configuration for ECS deployment."""
-
- aws_region: str
- aws_profile: str | None
- project_name: str
- cluster_name: str
- task_family: str
- task_cpu: int
- task_memory: int
- task_cpu_architecture: str
- image_tag: str
- vpc_id: str | None
- private_subnet_ids: list[str]
- security_group_id: str | None
- ecr_repo_sre_agent: str
- ecr_repo_slack_mcp: str
- secret_anthropic_name: str
- secret_slack_bot_name: str
- secret_github_token_name: str
- secret_anthropic_arn: str | None
- secret_slack_bot_arn: str | None
- secret_github_token_arn: str | None
- exec_role_arn: str | None
- task_role_arn: str | None
- ecr_sre_agent_uri: str | None
- task_definition_arn: str | None
- cluster_arn: str | None
- model: str
- slack_channel_id: str | None
- github_mcp_url: str
- log_group_name: str
- slack_mcp_host: str
- slack_mcp_port: int
-
-
-@dataclass
-class SecurityGroupInfo:
- """Representation of a security group."""
-
- group_id: str
- name: str
- description: str
-
-
-@dataclass
-class NetworkSelection:
- """Selected network configuration."""
-
- vpc_id: str
- private_subnet_ids: list[str] = field(default_factory=list)
diff --git a/src/sre_agent/core/deployments/aws_ecs/network.py b/src/sre_agent/core/deployments/aws_ecs/network.py
deleted file mode 100644
index 51146b14..00000000
--- a/src/sre_agent/core/deployments/aws_ecs/network.py
+++ /dev/null
@@ -1,99 +0,0 @@
-"""VPC and subnet management for ECS."""
-
-from collections.abc import Callable
-from typing import Any
-
-from boto3.session import Session
-
-from sre_agent.core.deployments.aws_ecs.models import NetworkSelection
-
-
-def create_basic_vpc(
- session: Session,
- project_name: str,
- reporter: Callable[[str], None],
-) -> NetworkSelection:
- """Create a simple VPC with one public and one private subnet."""
- ec2 = session.client("ec2")
-
- reporter("Creating VPC (private networking foundation)")
- vpc_id = ec2.create_vpc(CidrBlock="10.0.0.0/16")["Vpc"]["VpcId"]
- ec2.modify_vpc_attribute(VpcId=vpc_id, EnableDnsSupport={"Value": True})
- ec2.modify_vpc_attribute(VpcId=vpc_id, EnableDnsHostnames={"Value": True})
- _tag_resource(ec2, vpc_id, f"{project_name}-vpc")
-
- reporter("Creating internet gateway (public subnet access)")
- igw_id = ec2.create_internet_gateway()["InternetGateway"]["InternetGatewayId"]
- ec2.attach_internet_gateway(InternetGatewayId=igw_id, VpcId=vpc_id)
- _tag_resource(ec2, igw_id, f"{project_name}-igw")
-
- availability_zone = _first_availability_zone(ec2)
-
- reporter("Creating public subnet (used by NAT gateway)")
- public_subnet_id = ec2.create_subnet(
- VpcId=vpc_id,
- CidrBlock="10.0.0.0/24",
- AvailabilityZone=availability_zone,
- )["Subnet"]["SubnetId"]
- ec2.modify_subnet_attribute(
- SubnetId=public_subnet_id,
- MapPublicIpOnLaunch={"Value": True},
- )
- _tag_resource(ec2, public_subnet_id, f"{project_name}-public")
-
- reporter("Creating private subnet (where ECS tasks will run)")
- private_subnet_id = ec2.create_subnet(
- VpcId=vpc_id,
- CidrBlock="10.0.1.0/24",
- AvailabilityZone=availability_zone,
- )["Subnet"]["SubnetId"]
- ec2.modify_subnet_attribute(
- SubnetId=private_subnet_id,
- MapPublicIpOnLaunch={"Value": False},
- )
- _tag_resource(ec2, private_subnet_id, f"{project_name}-private")
-
- reporter("Creating routes for public subnet")
- public_route_table_id = ec2.create_route_table(VpcId=vpc_id)["RouteTable"]["RouteTableId"]
- ec2.create_route(
- RouteTableId=public_route_table_id,
- DestinationCidrBlock="0.0.0.0/0",
- GatewayId=igw_id,
- )
- ec2.associate_route_table(RouteTableId=public_route_table_id, SubnetId=public_subnet_id)
- _tag_resource(ec2, public_route_table_id, f"{project_name}-public-rt")
-
- reporter("Creating NAT gateway for outbound access (this can take a few minutes)")
- allocation_id = ec2.allocate_address(Domain="vpc")["AllocationId"]
- nat_gateway_id = ec2.create_nat_gateway(
- SubnetId=public_subnet_id,
- AllocationId=allocation_id,
- )["NatGateway"]["NatGatewayId"]
- ec2.get_waiter("nat_gateway_available").wait(NatGatewayIds=[nat_gateway_id])
-
- reporter("Creating routes for private subnet")
- private_route_table_id = ec2.create_route_table(VpcId=vpc_id)["RouteTable"]["RouteTableId"]
- ec2.create_route(
- RouteTableId=private_route_table_id,
- DestinationCidrBlock="0.0.0.0/0",
- NatGatewayId=nat_gateway_id,
- )
- ec2.associate_route_table(RouteTableId=private_route_table_id, SubnetId=private_subnet_id)
- _tag_resource(ec2, private_route_table_id, f"{project_name}-private-rt")
-
- reporter("VPC created successfully")
- return NetworkSelection(vpc_id=vpc_id, private_subnet_ids=[private_subnet_id])
-
-
-def _tag_resource(ec2: Any, resource_id: str, name: str) -> None:
- """Apply a Name tag to a resource."""
- ec2.create_tags(Resources=[resource_id], Tags=[{"Key": "Name", "Value": name}])
-
-
-def _first_availability_zone(ec2: Any) -> str:
- """Fetch the first availability zone."""
- response = ec2.describe_availability_zones()
- zones = response.get("AvailabilityZones", [])
- if not zones:
- raise RuntimeError("No availability zones found for this region.")
- return str(zones[0]["ZoneName"])
diff --git a/src/sre_agent/core/deployments/aws_ecs/secrets.py b/src/sre_agent/core/deployments/aws_ecs/secrets.py
deleted file mode 100644
index c6dd29d1..00000000
--- a/src/sre_agent/core/deployments/aws_ecs/secrets.py
+++ /dev/null
@@ -1,53 +0,0 @@
-"""Secrets Manager helpers for ECS deployment."""
-
-from dataclasses import dataclass
-from typing import cast
-
-from boto3.session import Session
-from botocore.exceptions import ClientError
-
-
-@dataclass(frozen=True)
-class SecretInfo:
- """Metadata about a Secrets Manager secret."""
-
- arn: str
- scheduled_for_deletion: bool
-
-
-def get_secret_info(session: Session, name: str) -> SecretInfo | None:
- """Fetch secret metadata by name."""
- client = session.client("secretsmanager")
- try:
- response = client.describe_secret(SecretId=name)
- except ClientError as exc:
- code = exc.response.get("Error", {}).get("Code")
- if code == "ResourceNotFoundException":
- return None
- raise RuntimeError(f"Failed to read secret {name}: {exc}") from exc
-
- deleted_date = response.get("DeletedDate")
- return SecretInfo(
- arn=cast(str, response["ARN"]),
- scheduled_for_deletion=deleted_date is not None,
- )
-
-
-def create_secret(session: Session, name: str, value: str) -> str:
- """Create a secret and return its ARN."""
- client = session.client("secretsmanager")
- try:
- response = client.create_secret(Name=name, SecretString=value)
- except ClientError as exc:
- raise RuntimeError(f"Failed to create secret {name}: {exc}") from exc
- return cast(str, response["ARN"])
-
-
-def restore_secret(session: Session, name: str) -> str:
- """Restore a secret that is scheduled for deletion."""
- client = session.client("secretsmanager")
- try:
- response = client.restore_secret(SecretId=name)
- except ClientError as exc:
- raise RuntimeError(f"Failed to restore secret {name}: {exc}") from exc
- return cast(str, response["ARN"])
diff --git a/src/sre_agent/core/deployments/aws_ecs/security_groups.py b/src/sre_agent/core/deployments/aws_ecs/security_groups.py
deleted file mode 100644
index 367cb90f..00000000
--- a/src/sre_agent/core/deployments/aws_ecs/security_groups.py
+++ /dev/null
@@ -1,33 +0,0 @@
-"""Security group management for ECS."""
-
-from boto3.session import Session
-from botocore.exceptions import ClientError
-
-from sre_agent.core.deployments.aws_ecs.models import SecurityGroupInfo
-
-
-def create_security_group(
- session: Session,
- vpc_id: str,
- name: str,
- description: str,
-) -> SecurityGroupInfo:
- """Create a security group with default outbound access."""
- ec2 = session.client("ec2")
- try:
- response = ec2.create_security_group(
- VpcId=vpc_id,
- GroupName=name,
- Description=description,
- )
- except ClientError as exc:
- raise RuntimeError(f"Failed to create security group: {exc}") from exc
-
- group_id = response["GroupId"]
- ec2.create_tags(Resources=[group_id], Tags=[{"Key": "Name", "Value": name}])
-
- return SecurityGroupInfo(
- group_id=group_id,
- name=name,
- description=description,
- )
diff --git a/src/sre_agent/core/deployments/aws_ecs/session.py b/src/sre_agent/core/deployments/aws_ecs/session.py
deleted file mode 100644
index 50e1a600..00000000
--- a/src/sre_agent/core/deployments/aws_ecs/session.py
+++ /dev/null
@@ -1,32 +0,0 @@
-"""AWS session helpers."""
-
-import boto3
-from botocore.exceptions import ClientError
-
-from sre_agent.core.deployments.aws_ecs.models import EcsDeploymentConfig
-
-
-def create_session(config: EcsDeploymentConfig) -> boto3.session.Session:
- """Create a boto3 session."""
- if config.aws_profile:
- return boto3.session.Session(
- profile_name=config.aws_profile,
- region_name=config.aws_region,
- )
-
- return boto3.session.Session(region_name=config.aws_region)
-
-
-def get_identity(session: boto3.session.Session) -> dict[str, str]:
- """Fetch the current AWS identity."""
- client = session.client("sts")
- try:
- response = client.get_caller_identity()
- except ClientError as exc:
- raise RuntimeError(f"Failed to read AWS identity: {exc}") from exc
-
- return {
- "Account": str(response.get("Account", "")),
- "Arn": str(response.get("Arn", "")),
- "UserId": str(response.get("UserId", "")),
- }
diff --git a/src/sre_agent/core/deployments/aws_ecs/status.py b/src/sre_agent/core/deployments/aws_ecs/status.py
deleted file mode 100644
index 79d0ed8c..00000000
--- a/src/sre_agent/core/deployments/aws_ecs/status.py
+++ /dev/null
@@ -1,200 +0,0 @@
-"""Deployment status checks for ECS."""
-
-from boto3.session import Session
-from botocore.exceptions import ClientError
-
-from sre_agent.core.deployments.aws_ecs.models import EcsDeploymentConfig
-
-
-def check_deployment(session: Session, config: EcsDeploymentConfig) -> dict[str, str]:
- """Check whether deployment resources exist."""
- results: dict[str, str] = {}
-
- results["VPC"] = _check_vpc(session, config.vpc_id)
- results["Private subnets"] = _check_subnets(session, config.private_subnet_ids)
- results["Security group"] = _check_security_group(session, config.security_group_id)
- results["Secrets"] = _check_secrets(
- session,
- [
- config.secret_anthropic_name,
- config.secret_slack_bot_name,
- config.secret_github_token_name,
- ],
- )
- results["IAM roles"] = _check_roles(session, config)
- results["ECR repositories"] = _check_ecr_repos(
- session,
- [config.ecr_repo_sre_agent],
- )
- results["Log group"] = _check_log_group(session, config.log_group_name)
- results["Task definition"] = _check_task_definition(session, config.task_definition_arn)
- results["ECS cluster"] = _check_cluster(session, config.cluster_name)
-
- return results
-
-
-def _check_vpc(session: Session, vpc_id: str | None) -> str:
- if not vpc_id:
- return "not set"
- ec2 = session.client("ec2")
- try:
- response = ec2.describe_vpcs(VpcIds=[vpc_id])
- except ClientError as exc:
- code = exc.response.get("Error", {}).get("Code")
- if code == "InvalidVpcID.NotFound":
- return "missing"
- return f"error: {code}"
- vpcs = response.get("Vpcs", [])
- if not vpcs:
- return "missing"
- state = str(vpcs[0].get("State", "")).lower()
- if state and state != "available":
- return f"status {state}"
- return "present"
-
-
-def _check_subnets(session: Session, subnet_ids: list[str]) -> str:
- if not subnet_ids:
- return "not set"
- ec2 = session.client("ec2")
- missing = 0
- non_available = 0
- for subnet_id in subnet_ids:
- try:
- response = ec2.describe_subnets(SubnetIds=[subnet_id])
- except ClientError as exc:
- code = exc.response.get("Error", {}).get("Code")
- if code == "InvalidSubnetID.NotFound":
- missing += 1
- else:
- return f"error: {code}"
- continue
-
- subnets = response.get("Subnets", [])
- if not subnets:
- missing += 1
- continue
-
- state = str(subnets[0].get("State", "")).lower()
- if state and state != "available":
- non_available += 1
-
- if missing == 0:
- if non_available > 0:
- return f"status non-available {non_available}/{len(subnet_ids)}"
- return "present"
- return f"missing {missing}/{len(subnet_ids)}"
-
-
-def _check_security_group(session: Session, group_id: str | None) -> str:
- if not group_id:
- return "not set"
- ec2 = session.client("ec2")
- try:
- ec2.describe_security_groups(GroupIds=[group_id])
- except ClientError as exc:
- code = exc.response.get("Error", {}).get("Code")
- if code == "InvalidGroup.NotFound":
- return "missing"
- return f"error: {code}"
- return "present"
-
-
-def _check_secrets(session: Session, names: list[str]) -> str:
- client = session.client("secretsmanager")
- missing = 0
- scheduled_deletion = 0
- for name in names:
- try:
- response = client.describe_secret(SecretId=name)
- except ClientError as exc:
- code = exc.response.get("Error", {}).get("Code")
- if code == "ResourceNotFoundException":
- missing += 1
- else:
- return f"error: {code}"
- continue
-
- if response.get("DeletedDate") is not None:
- scheduled_deletion += 1
-
- if missing == 0:
- if scheduled_deletion > 0:
- return f"status scheduled deletion {scheduled_deletion}/{len(names)}"
- return "present"
- return f"missing {missing}/{len(names)}"
-
-
-def _check_roles(session: Session, config: EcsDeploymentConfig) -> str:
- iam = session.client("iam")
- role_names = {
- f"{config.project_name}-task-execution",
- f"{config.project_name}-task",
- }
- missing = 0
- for role_name in role_names:
- try:
- iam.get_role(RoleName=role_name)
- except ClientError as exc:
- code = exc.response.get("Error", {}).get("Code")
- if code == "NoSuchEntity":
- missing += 1
- else:
- return f"error: {code}"
- if missing == 0:
- return "present"
- return f"missing {missing}/{len(role_names)}"
-
-
-def _check_ecr_repos(session: Session, names: list[str]) -> str:
- ecr = session.client("ecr")
- missing = 0
- for name in names:
- try:
- ecr.describe_repositories(repositoryNames=[name])
- except ClientError as exc:
- code = exc.response.get("Error", {}).get("Code")
- if code == "RepositoryNotFoundException":
- missing += 1
- else:
- return f"error: {code}"
- if missing == 0:
- return "present"
- return f"missing {missing}/{len(names)}"
-
-
-def _check_log_group(session: Session, log_group_name: str) -> str:
- logs = session.client("logs")
- response = logs.describe_log_groups(logGroupNamePrefix=log_group_name)
- groups = [group["logGroupName"] for group in response.get("logGroups", [])]
- return "present" if log_group_name in groups else "missing"
-
-
-def _check_task_definition(session: Session, task_definition_arn: str | None) -> str:
- if not task_definition_arn:
- return "not set"
- ecs = session.client("ecs")
- try:
- response = ecs.describe_task_definition(taskDefinition=task_definition_arn)
- except ClientError as exc:
- code = exc.response.get("Error", {}).get("Code")
- if code in {"ClientException", "InvalidParameterException"}:
- return "missing"
- return f"error: {code}"
-
- task_definition = response.get("taskDefinition", {})
- status = str(task_definition.get("status", "")).upper()
- if status and status != "ACTIVE":
- return f"status {status}"
- return "present"
-
-
-def _check_cluster(session: Session, cluster_name: str) -> str:
- ecs = session.client("ecs")
- response = ecs.describe_clusters(clusters=[cluster_name])
- clusters = response.get("clusters", [])
- if not clusters:
- return "missing"
- if clusters[0].get("status") != "ACTIVE":
- return f"status {clusters[0].get('status')}"
- return "present"
diff --git a/src/sre_agent/core/interfaces.py b/src/sre_agent/core/interfaces.py
deleted file mode 100644
index e42d322a..00000000
--- a/src/sre_agent/core/interfaces.py
+++ /dev/null
@@ -1,54 +0,0 @@
-"""Abstract interfaces for direct API implementations.
-
-These interfaces define contracts for tools that use direct API calls
-(not MCP servers). If using an MCP server, no interface is needed.
-
-Currently used by:
-- CloudWatch (LoggingInterface)
-
-Not needed for MCP-based tools:
-- GitHub (MCP server)
-- Slack (MCP server)
-"""
-
-from abc import ABC, abstractmethod
-
-from sre_agent.core.models import LogQueryResult
-
-
-class LoggingInterface(ABC):
- """Interface for logging platforms (CloudWatch, Cloud Monitoring, Azure Monitor, etc.)."""
-
- @abstractmethod
- async def query_errors(
- self,
- source: str,
- service_name: str,
- time_range_minutes: int = 10,
- ) -> LogQueryResult:
- """Query error logs from the platform."""
- raise NotImplementedError
-
-
-class RepositoryInterface(ABC):
- """Interface for code repositories (GitLab, Bitbucket, etc.).
-
- Note: GitHub uses MCP server, so this interface is for other providers.
- """
-
- @abstractmethod
- async def get_file(self, repo: str, path: str, ref: str | None = None) -> str:
- """Get file content from the repository."""
- raise NotImplementedError
-
-
-class MessagingInterface(ABC):
- """Interface for messaging platforms (Discord, Teams, PagerDuty, etc.).
-
- Note: Slack uses MCP server, so this interface is for other providers.
- """
-
- @abstractmethod
- async def send_message(self, channel: str, message: str) -> None:
- """Send a message to a channel."""
- raise NotImplementedError
diff --git a/src/sre_agent/core/models.py b/src/sre_agent/core/models.py
deleted file mode 100644
index 5fec44b2..00000000
--- a/src/sre_agent/core/models.py
+++ /dev/null
@@ -1,52 +0,0 @@
-"""Data models for the SRE Agent."""
-
-from datetime import datetime
-
-from pydantic import BaseModel, Field
-
-
-class LogEntry(BaseModel):
- """A single log entry from CloudWatch."""
-
- timestamp: str = Field(description="ISO 8601 timestamp of the log entry")
- message: str = Field(description="The log message content")
- log_stream: str | None = Field(default=None, description="The log stream name")
-
-
-class LogQueryResult(BaseModel):
- """Result from querying CloudWatch logs."""
-
- entries: list[LogEntry] = Field(default_factory=list, description="Log entries found")
- log_group: str = Field(description="The log group queried")
- query: str = Field(description="The query that was executed")
-
-
-class SuggestedFix(BaseModel):
- """A suggested fix for an error."""
-
- description: str = Field(description="What the fix involves")
- file_path: str | None = Field(default=None, description="File to modify, if applicable")
- code_snippet: str | None = Field(default=None, description="Example code change")
-
-
-class ErrorDiagnosis(BaseModel):
- """Complete diagnosis of an error from the SRE agent."""
-
- summary: str = Field(description="Brief summary of the issue")
- root_cause: str = Field(description="Identified root cause")
- affected_services: list[str] = Field(
- default_factory=list,
- description="Services affected by this issue",
- )
- suggested_fixes: list[SuggestedFix] = Field(
- default_factory=list,
- description="Suggested fixes for the issue",
- )
- related_logs: list[str] = Field(
- default_factory=list,
- description="Key log messages related to the issue",
- )
- timestamp: datetime = Field(
- default_factory=datetime.now,
- description="When the diagnosis was created",
- )
diff --git a/src/sre_agent/core/prompts.py b/src/sre_agent/core/prompts.py
deleted file mode 100644
index 11d06fb5..00000000
--- a/src/sre_agent/core/prompts.py
+++ /dev/null
@@ -1,35 +0,0 @@
-"""System prompts for the SRE Agent."""
-
-from pathlib import Path
-
-from sre_agent.core.settings import AgentSettings
-
-PROMPTS_DIR = Path(__file__).parent / "prompts"
-
-
-def _load_prompt(filename: str) -> str:
- """Load a prompt from a text file."""
- return (PROMPTS_DIR / filename).read_text(encoding="utf-8").strip()
-
-
-SYSTEM_PROMPT = _load_prompt("system_prompt.txt")
-DIAGNOSIS_PROMPT_TEMPLATE = _load_prompt("diagnosis_prompt.txt")
-
-
-def build_diagnosis_prompt(
- config: AgentSettings,
- log_group: str,
- service_name: str,
- time_range_minutes: int = 10,
-) -> str:
- """Build a diagnosis prompt for the agent."""
- prompt = DIAGNOSIS_PROMPT_TEMPLATE.format(
- log_group=log_group,
- time_range_minutes=time_range_minutes,
- service_display=service_name,
- )
-
- # Add Slack context
- prompt += f"\n\nSlack Context:\n- Channel ID: {config.slack.channel_id}"
-
- return prompt
diff --git a/src/sre_agent/core/prompts/diagnosis_prompt.txt b/src/sre_agent/core/prompts/diagnosis_prompt.txt
deleted file mode 100644
index 0c2241ad..00000000
--- a/src/sre_agent/core/prompts/diagnosis_prompt.txt
+++ /dev/null
@@ -1,10 +0,0 @@
-Diagnose errors in CloudWatch log group '{log_group}' from the last {time_range_minutes} minutes.
-Service: {service_display}
-
-ORDER OF OPERATIONS:
-1. Call `conversations_add_message` to start a thread in Slack.
-2. Search error logs for {service_display}.
-3. If logs found, search GitHub and diagnose.
-4. Reply to the Slack thread with the result.
-
-DO NOT skip step 1. Start the thread before doing anything else.
diff --git a/src/sre_agent/core/prompts/system_prompt.txt b/src/sre_agent/core/prompts/system_prompt.txt
deleted file mode 100644
index 9b629faa..00000000
--- a/src/sre_agent/core/prompts/system_prompt.txt
+++ /dev/null
@@ -1,28 +0,0 @@
-You are an expert Site Reliability Engineer (SRE) AI agent.
-
-STRICT WORKFLOW - YOU MUST FOLLOW THIS SEQUENCE:
-
-1. **IMMEDIATELY create a Slack Thread**:
- - Use the `conversations_add_message` tool.
- - Arguments:
- - `channel_id`: The Channel ID provided in your context.
- - `payload`: "🚨 Error detected in [service_name] - investigating..."
- - **MANDATORY**: You MUST capture the returned `ts` (timestamp).
- - **ERROR HANDLING**: If this fails with "not_in_channel", stop and inform the user they must invite the bot to the channel with `/invite @bot_name`.
-
-2. **Diagnose**:
- - ONLY after the thread is created, call `search_error_logs`.
- - If logs are found, search GitHub for the relevant code.
-
-3. **Reply to the SAME Thread**:
- - Use `conversations_add_message` again.
- - Arguments:
- - `channel_id`: Same Channel ID.
- - `payload`: Your diagnosis (Summary, Root Cause, Suggested Fix).
- - `thread_ts`: The `ts` you captured in Step 1.
-
-CRITICAL RULES:
-- Never provide a diagnosis without evidence from logs.
-- If `search_error_logs` returns no logs, reply "No error logs found" to the thread (Step 3) and finish.
-- Always start with the Slack thread. No thread = No investigation.
-- Use `payload` for the message content.
diff --git a/src/sre_agent/core/settings.py b/src/sre_agent/core/settings.py
deleted file mode 100644
index 993ed00d..00000000
--- a/src/sre_agent/core/settings.py
+++ /dev/null
@@ -1,81 +0,0 @@
-"""Runtime settings for the SRE Agent."""
-
-from pydantic import Field
-from pydantic_settings import BaseSettings, SettingsConfigDict
-
-from sre_agent.config.paths import env_path
-
-ENV_FILE_PATH = str(env_path())
-
-
-class AWSSettings(BaseSettings):
- """AWS configuration for CloudWatch access."""
-
- model_config = SettingsConfigDict(env_prefix="AWS_", env_file=ENV_FILE_PATH, extra="ignore")
-
- region: str = Field(default="eu-west-2", description="AWS region")
- access_key_id: str | None = Field(default=None, description="AWS Access Key ID")
- secret_access_key: str | None = Field(default=None, description="AWS Secret Access Key")
- session_token: str | None = Field(default=None, description="AWS Session Token")
-
-
-class GitHubSettings(BaseSettings):
- """GitHub configuration for MCP server via SSE."""
-
- model_config = SettingsConfigDict(
- env_prefix="GITHUB_",
- env_file=ENV_FILE_PATH,
- extra="ignore",
- )
-
- # Required: cannot be empty
- personal_access_token: str = Field(description="GitHub Personal Access Token")
- mcp_url: str = Field(description="URL of GitHub MCP server (SSE)")
-
-
-class SlackSettings(BaseSettings):
- """Slack configuration for korotovsky/slack-mcp-server."""
-
- model_config = SettingsConfigDict(
- env_prefix="SLACK_",
- env_file=ENV_FILE_PATH,
- extra="ignore",
- )
-
- # Required: cannot be empty
- channel_id: str = Field(description="Slack channel ID (Cxxxxxxxxxx)")
- mcp_url: str = Field(description="URL of Slack MCP server (SSE)")
-
-
-class AgentSettings(BaseSettings):
- """Main agent configuration."""
-
- model_config = SettingsConfigDict(
- env_file=ENV_FILE_PATH,
- env_file_encoding="utf-8",
- extra="ignore",
- )
-
- # LLM Provider
- anthropic_api_key: str | None = Field(default=None, alias="ANTHROPIC_API_KEY")
- model: str = Field(default="claude-sonnet-4-5-20250929", alias="MODEL")
-
- # Sub-configs (required)
- aws: AWSSettings
- github: GitHubSettings
- slack: SlackSettings
-
-
-def get_settings() -> AgentSettings:
- """Load and return the agent configuration.
-
- The sub-configs are automatically populated from the environment
- thanks to pydantic-settings.
- """
- # We use type: ignore[call-arg] because mypy doesn't know BaseSettings
- # will populate these fields from the environment variables.
- return AgentSettings(
- aws=AWSSettings(),
- github=GitHubSettings(), # type: ignore[call-arg]
- slack=SlackSettings(), # type: ignore[call-arg]
- )
diff --git a/src/sre_agent/core/tools/__init__.py b/src/sre_agent/core/tools/__init__.py
deleted file mode 100644
index 0bee3ac1..00000000
--- a/src/sre_agent/core/tools/__init__.py
+++ /dev/null
@@ -1,29 +0,0 @@
-"""Tool modules for the SRE Agent.
-
-## Adding a new tool
-
-Follow one of these patterns:
-
-1. **MCP Server**
- - Just return MCPServerStdio
- - No interface implementation needed
- - Example: github.py, slack.py
-
-2. **Direct API**
- - Implement the relevant interface from interfaces.py
- - Create a FunctionToolset with agent-callable tools
- - Example: cloudwatch.py
-"""
-
-from sre_agent.core.tools.cloudwatch import CloudWatchLogging, create_cloudwatch_toolset
-from sre_agent.core.tools.github import create_github_mcp_toolset
-from sre_agent.core.tools.slack import create_slack_mcp_toolset
-
-__all__ = [
- # Interface implementations (Direct API)
- "CloudWatchLogging",
- # Toolset factories
- "create_cloudwatch_toolset",
- "create_github_mcp_toolset",
- "create_slack_mcp_toolset",
-]
diff --git a/src/sre_agent/core/tools/cloudwatch.py b/src/sre_agent/core/tools/cloudwatch.py
deleted file mode 100644
index a0eef3aa..00000000
--- a/src/sre_agent/core/tools/cloudwatch.py
+++ /dev/null
@@ -1,122 +0,0 @@
-"""CloudWatch implementation of the LoggingInterface."""
-
-import logging
-from datetime import UTC, datetime, timedelta
-from typing import Any
-
-import boto3
-from botocore.exceptions import ClientError
-from pydantic_ai import FunctionToolset
-
-from sre_agent.core.interfaces import LoggingInterface
-from sre_agent.core.models import LogEntry, LogQueryResult
-from sre_agent.core.settings import AgentSettings
-
-logger = logging.getLogger(__name__)
-
-
-class CloudWatchLogging(LoggingInterface):
- """CloudWatch Logs implementation."""
-
- def __init__(self, region: str | None = None) -> None:
- """Initialise CloudWatch client."""
- self._client: Any = boto3.client("logs", region_name=region)
-
- async def query_errors(
- self,
- source: str,
- service_name: str,
- time_range_minutes: int = 10,
- ) -> LogQueryResult:
- """Query error logs from CloudWatch.
-
- Args:
- source: The CloudWatch log group name.
- service_name: Service name to filter log entries.
- time_range_minutes: How far back to search.
-
- Returns:
- LogQueryResult with matching error entries.
- """
- end_time = datetime.now(UTC)
- start_time = end_time - timedelta(minutes=time_range_minutes)
-
- service_filter = service_name.replace('"', '\\"')
- filter_pattern = (
- "{ "
- '$.log_processed.severity = "error" '
- f'&& $.log_processed.service = "{service_filter}" '
- "}"
- )
-
- logger.info(f"CloudWatch filter pattern: {filter_pattern}")
- logger.info(f"Log Group: {source}")
- logger.info(f"Time Range: {start_time} to {end_time}")
-
- try:
- response = self._client.filter_log_events(
- logGroupName=source,
- startTime=int(start_time.timestamp() * 1000),
- endTime=int(end_time.timestamp() * 1000),
- filterPattern=filter_pattern,
- limit=20,
- )
- entries = self._parse_events(response.get("events", []))
- logger.info(f"Found {len(entries)} log entries")
-
- return LogQueryResult(
- entries=entries,
- log_group=source,
- query=filter_pattern,
- )
- except ClientError as e:
- logger.error(f"CloudWatch query failed: {e}")
- raise RuntimeError(f"Failed to query CloudWatch: {e}") from e
- except Exception as e:
- logger.error(f"Unexpected error: {e}")
- raise RuntimeError(f"Unexpected error querying logs: {e}") from e
-
- def _parse_events(self, events: list[dict[str, Any]]) -> list[LogEntry]:
- """Parse filter_log_events entries into LogEntry objects."""
- entries = []
- for event in events:
- timestamp_ms = event.get("timestamp")
- if timestamp_ms is None:
- timestamp = ""
- else:
- timestamp = datetime.fromtimestamp(timestamp_ms / 1000, UTC).isoformat()
- entries.append(
- LogEntry(
- timestamp=timestamp,
- message=event.get("message", ""),
- log_stream=event.get("logStreamName"),
- )
- )
- entries.sort(key=lambda entry: entry.timestamp, reverse=True)
- return entries
-
-
-def create_cloudwatch_toolset(config: AgentSettings) -> FunctionToolset:
- """Create a FunctionToolset with CloudWatch tools for pydantic-ai."""
- toolset = FunctionToolset()
- cw_logging = CloudWatchLogging(region=config.aws.region)
-
- @toolset.tool
- async def search_error_logs(
- log_group: str,
- service_name: str,
- time_range_minutes: int = 10,
- ) -> LogQueryResult:
- """Search CloudWatch logs for errors.
-
- Args:
- log_group: The CloudWatch log group name
- service_name: Service name to filter log entries (e.g., 'cartservice')
- time_range_minutes: How far back to search (default: 10 minutes)
-
- Returns:
- LogQueryResult containing matching error log entries
- """
- return await cw_logging.query_errors(log_group, service_name, time_range_minutes)
-
- return toolset
diff --git a/src/sre_agent/core/tools/github.py b/src/sre_agent/core/tools/github.py
deleted file mode 100644
index 0c8c7a67..00000000
--- a/src/sre_agent/core/tools/github.py
+++ /dev/null
@@ -1,29 +0,0 @@
-"""GitHub integration using MCP server via Streamable HTTP."""
-
-import logging
-
-from pydantic_ai.mcp import MCPServerStreamableHTTP
-
-from sre_agent.core.settings import AgentSettings
-
-logger = logging.getLogger(__name__)
-
-
-def create_github_mcp_toolset(config: AgentSettings) -> MCPServerStreamableHTTP:
- """Create GitHub MCP server toolset for pydantic-ai.
-
- Connects to an external GitHub MCP server via Streamable HTTP.
- """
- if not config.github.mcp_url:
- logger.warning("GITHUB_MCP_URL not set, GitHub tools will be unavailable")
-
- logger.info(f"Connecting to GitHub MCP server (Streamable HTTP) at {config.github.mcp_url}")
-
- # spellchecker:ignore-next-line
- headers = {"Authorization": f"Bearer {config.github.personal_access_token}"}
-
- return MCPServerStreamableHTTP(
- config.github.mcp_url,
- timeout=60,
- headers=headers,
- )
diff --git a/src/sre_agent/core/tools/slack.py b/src/sre_agent/core/tools/slack.py
deleted file mode 100644
index 14abcf7f..00000000
--- a/src/sre_agent/core/tools/slack.py
+++ /dev/null
@@ -1,30 +0,0 @@
-"""Slack integration using korotovsky/slack-mcp-server."""
-
-import logging
-
-from pydantic_ai.mcp import MCPServerSSE
-from pydantic_ai.toolsets import FilteredToolset
-
-from sre_agent.core.settings import AgentSettings
-
-logger = logging.getLogger(__name__)
-
-# Only these tools are allowed for the agent
-ALLOWED_SLACK_TOOLS = {"conversations_add_message"}
-
-
-def create_slack_mcp_toolset(config: AgentSettings) -> FilteredToolset:
- """Create Slack MCP server toolset for pydantic-ai.
-
- Connects to an external Slack MCP server via SSE.
- """
- if not config.slack.mcp_url:
- logger.warning("SLACK_MCP_URL not set, Slack tools will be unavailable")
-
- logger.info(f"Connecting to Slack MCP server at {config.slack.mcp_url}")
-
- # Increase timeout to 60s for SSE tools
- mcp_server = MCPServerSSE(config.slack.mcp_url, timeout=60)
-
- # Filter to only allowed tools
- return mcp_server.filtered(filter_func=lambda _ctx, tool: tool.name in ALLOWED_SLACK_TOOLS)
diff --git a/src/sre_agent/run.py b/src/sre_agent/run.py
deleted file mode 100644
index 585da872..00000000
--- a/src/sre_agent/run.py
+++ /dev/null
@@ -1,83 +0,0 @@
-"""Run the SRE Agent to diagnose errors."""
-
-import asyncio
-import logging
-import os
-import sys
-
-from dotenv import load_dotenv
-
-from sre_agent import diagnose_error
-from sre_agent.config.paths import env_path
-
-load_dotenv(env_path())
-
-# Configure logging to see tool calls and agent thoughts
-logging.basicConfig(level=logging.INFO)
-# Set pydantic_ai to INFO to see agent activity
-logging.getLogger("pydantic_ai").setLevel(logging.INFO)
-
-
-def _load_request_from_args_or_env() -> tuple[str, str, int]:
- """Load diagnosis inputs from CLI args or environment."""
- if len(sys.argv) >= 3:
- log_group = sys.argv[1]
- service_name = sys.argv[2]
- time_range_minutes = int(sys.argv[3]) if len(sys.argv) > 3 else 10
- return log_group, service_name, time_range_minutes
-
- log_group = os.getenv("LOG_GROUP", "").strip()
- service_name = os.getenv("SERVICE_NAME", "").strip()
- if not log_group or not service_name:
- print("Usage: python -m sre_agent.run [time_range_minutes]")
- print(
- "Or set environment variables: LOG_GROUP, SERVICE_NAME, TIME_RANGE_MINUTES (optional)"
- )
- raise SystemExit(1)
-
- raw_time_range = os.getenv("TIME_RANGE_MINUTES", "10").strip()
- try:
- time_range_minutes = int(raw_time_range)
- except ValueError as exc:
- print("TIME_RANGE_MINUTES must be an integer.")
- raise SystemExit(1) from exc
-
- if time_range_minutes <= 0:
- print("TIME_RANGE_MINUTES must be greater than 0.")
- raise SystemExit(1)
- return log_group, service_name, time_range_minutes
-
-
-async def main() -> None:
- """Run the SRE Agent."""
- log_group, service_name, time_range_minutes = _load_request_from_args_or_env()
-
- print(f"Diagnosing errors in {log_group}")
- print(f"Service: {service_name}")
- print(f"Time range: last {time_range_minutes} minutes")
- print("-" * 60)
-
- try:
- result = await diagnose_error(
- log_group=log_group,
- service_name=service_name,
- time_range_minutes=time_range_minutes,
- )
-
- print("-" * 60)
- print("DIAGNOSIS RESULT")
- print("-" * 60)
- print(f"\nSummary: {result.summary}")
- print(f"\nRoot cause: {result.root_cause}")
-
- if result.suggested_fixes:
- print("\nSuggested fixes:")
- for fix in result.suggested_fixes:
- print(f"- {fix.description}")
- except Exception as exc: # noqa: BLE001
- print(f"\nFATAL ERROR: {exc}")
- sys.exit(1)
-
-
-if __name__ == "__main__":
- asyncio.run(main())
diff --git a/legacy/sre_agent/__init__.py b/sre_agent/__init__.py
similarity index 100%
rename from legacy/sre_agent/__init__.py
rename to sre_agent/__init__.py
diff --git a/legacy/sre_agent/cli/__init__.py b/sre_agent/cli/__init__.py
similarity index 100%
rename from legacy/sre_agent/cli/__init__.py
rename to sre_agent/cli/__init__.py
diff --git a/legacy/sre_agent/cli/commands/__init__.py b/sre_agent/cli/commands/__init__.py
similarity index 100%
rename from legacy/sre_agent/cli/commands/__init__.py
rename to sre_agent/cli/commands/__init__.py
diff --git a/legacy/sre_agent/cli/commands/config.py b/sre_agent/cli/commands/config.py
similarity index 100%
rename from legacy/sre_agent/cli/commands/config.py
rename to sre_agent/cli/commands/config.py
diff --git a/legacy/sre_agent/cli/commands/diagnose.py b/sre_agent/cli/commands/diagnose.py
similarity index 100%
rename from legacy/sre_agent/cli/commands/diagnose.py
rename to sre_agent/cli/commands/diagnose.py
diff --git a/legacy/sre_agent/cli/commands/help.py b/sre_agent/cli/commands/help.py
similarity index 100%
rename from legacy/sre_agent/cli/commands/help.py
rename to sre_agent/cli/commands/help.py
diff --git a/legacy/sre_agent/cli/interactive_shell.py b/sre_agent/cli/interactive_shell.py
similarity index 100%
rename from legacy/sre_agent/cli/interactive_shell.py
rename to sre_agent/cli/interactive_shell.py
diff --git a/legacy/sre_agent/cli/main.py b/sre_agent/cli/main.py
similarity index 100%
rename from legacy/sre_agent/cli/main.py
rename to sre_agent/cli/main.py
diff --git a/legacy/sre_agent/cli/utils/__init__.py b/sre_agent/cli/utils/__init__.py
similarity index 100%
rename from legacy/sre_agent/cli/utils/__init__.py
rename to sre_agent/cli/utils/__init__.py
diff --git a/legacy/sre_agent/cli/utils/ascii_art.py b/sre_agent/cli/utils/ascii_art.py
similarity index 100%
rename from legacy/sre_agent/cli/utils/ascii_art.py
rename to sre_agent/cli/utils/ascii_art.py
diff --git a/legacy/sre_agent/cli/utils/config.py b/sre_agent/cli/utils/config.py
similarity index 100%
rename from legacy/sre_agent/cli/utils/config.py
rename to sre_agent/cli/utils/config.py
diff --git a/legacy/sre_agent/cli/utils/env_setup.py b/sre_agent/cli/utils/env_setup.py
similarity index 100%
rename from legacy/sre_agent/cli/utils/env_setup.py
rename to sre_agent/cli/utils/env_setup.py
diff --git a/legacy/sre_agent/cli/utils/paths.py b/sre_agent/cli/utils/paths.py
similarity index 100%
rename from legacy/sre_agent/cli/utils/paths.py
rename to sre_agent/cli/utils/paths.py
diff --git a/legacy/sre_agent/cli/utils/service_manager.py b/sre_agent/cli/utils/service_manager.py
similarity index 97%
rename from legacy/sre_agent/cli/utils/service_manager.py
rename to sre_agent/cli/utils/service_manager.py
index 7612436d..9d8b8a4b 100644
--- a/legacy/sre_agent/cli/utils/service_manager.py
+++ b/sre_agent/cli/utils/service_manager.py
@@ -111,7 +111,9 @@ def start_services(
try:
console.print(f"[cyan]Starting SRE Agent services with {self.compose_file}...[/cyan]")
- result = subprocess.run(cmd, capture_output=True, text=True, timeout=300, check=False) # nosec B603 B607
+ result = subprocess.run(
+ cmd, capture_output=True, text=True, timeout=300, check=False
+ ) # nosec B603 B607
if result.returncode == 0:
console.print("[green]✅ Services started successfully![/green]")
@@ -329,7 +331,9 @@ def get_service_logs(self, service: Optional[str] = None, lines: int = 50) -> st
cmd.append(service)
try:
- result = subprocess.run(cmd, capture_output=True, text=True, timeout=30, check=False) # nosec B603 B607
+ result = subprocess.run(
+ cmd, capture_output=True, text=True, timeout=30, check=False
+ ) # nosec B603 B607
return result.stdout if result.returncode == 0 else result.stderr
except Exception as e:
return f"Error getting logs: {e}"
diff --git a/legacy/sre_agent/client/.python-version b/sre_agent/client/.python-version
similarity index 100%
rename from legacy/sre_agent/client/.python-version
rename to sre_agent/client/.python-version
diff --git a/legacy/sre_agent/client/Dockerfile b/sre_agent/client/Dockerfile
similarity index 100%
rename from legacy/sre_agent/client/Dockerfile
rename to sre_agent/client/Dockerfile
diff --git a/legacy/sre_agent/client/__init__.py b/sre_agent/client/__init__.py
similarity index 100%
rename from legacy/sre_agent/client/__init__.py
rename to sre_agent/client/__init__.py
diff --git a/legacy/sre_agent/client/client.py b/sre_agent/client/client.py
similarity index 99%
rename from legacy/sre_agent/client/client.py
rename to sre_agent/client/client.py
index 694e4ba6..836b8306 100644
--- a/legacy/sre_agent/client/client.py
+++ b/sre_agent/client/client.py
@@ -402,7 +402,8 @@ async def run_diagnosis_sync(service: str) -> dict[str, Any]:
if not all(server in client.sessions for server in required_servers):
missing = [s.name for s in required_servers if s not in client.sessions]
logger.error(
- f"MCP Client failed to establish required server sessions: {', '.join(missing)}"
+ "MCP Client failed to establish required server sessions: "
+ f"{', '.join(missing)}"
)
raise RuntimeError("Required MCP sessions could not be established")
diff --git a/legacy/sre_agent/client/pyproject.toml b/sre_agent/client/pyproject.toml
similarity index 100%
rename from legacy/sre_agent/client/pyproject.toml
rename to sre_agent/client/pyproject.toml
diff --git a/legacy/sre_agent/client/utils/auth.py b/sre_agent/client/utils/auth.py
similarity index 100%
rename from legacy/sre_agent/client/utils/auth.py
rename to sre_agent/client/utils/auth.py
diff --git a/legacy/sre_agent/client/utils/schemas.py b/sre_agent/client/utils/schemas.py
similarity index 99%
rename from legacy/sre_agent/client/utils/schemas.py
rename to sre_agent/client/utils/schemas.py
index 171f7148..570c7383 100644
--- a/legacy/sre_agent/client/utils/schemas.py
+++ b/sre_agent/client/utils/schemas.py
@@ -1,5 +1,4 @@
"""Schemas for the client."""
-
from __future__ import annotations
import json
diff --git a/legacy/sre_agent/compose.agent.yaml b/sre_agent/compose.agent.yaml
similarity index 100%
rename from legacy/sre_agent/compose.agent.yaml
rename to sre_agent/compose.agent.yaml
diff --git a/legacy/sre_agent/compose.dev.yaml b/sre_agent/compose.dev.yaml
similarity index 100%
rename from legacy/sre_agent/compose.dev.yaml
rename to sre_agent/compose.dev.yaml
diff --git a/legacy/sre_agent/firewall/.python-version b/sre_agent/firewall/.python-version
similarity index 100%
rename from legacy/sre_agent/firewall/.python-version
rename to sre_agent/firewall/.python-version
diff --git a/legacy/sre_agent/firewall/Dockerfile b/sre_agent/firewall/Dockerfile
similarity index 100%
rename from legacy/sre_agent/firewall/Dockerfile
rename to sre_agent/firewall/Dockerfile
diff --git a/legacy/sre_agent/firewall/__init__.py b/sre_agent/firewall/__init__.py
similarity index 100%
rename from legacy/sre_agent/firewall/__init__.py
rename to sre_agent/firewall/__init__.py
diff --git a/legacy/sre_agent/firewall/firewall.py b/sre_agent/firewall/firewall.py
similarity index 99%
rename from legacy/sre_agent/firewall/firewall.py
rename to sre_agent/firewall/firewall.py
index 6f9e1f57..74ebf442 100644
--- a/legacy/sre_agent/firewall/firewall.py
+++ b/sre_agent/firewall/firewall.py
@@ -1,5 +1,4 @@
"""Encapsulation of LlamaFirewall functionality."""
-
import os
from collections.abc import AsyncGenerator
from contextlib import asynccontextmanager
diff --git a/legacy/sre_agent/firewall/pyproject.toml b/sre_agent/firewall/pyproject.toml
similarity index 100%
rename from legacy/sre_agent/firewall/pyproject.toml
rename to sre_agent/firewall/pyproject.toml
diff --git a/legacy/sre_agent/firewall/startup.sh b/sre_agent/firewall/startup.sh
similarity index 100%
rename from legacy/sre_agent/firewall/startup.sh
rename to sre_agent/firewall/startup.sh
diff --git a/legacy/sre_agent/llm/.python-version b/sre_agent/llm/.python-version
similarity index 100%
rename from legacy/sre_agent/llm/.python-version
rename to sre_agent/llm/.python-version
diff --git a/legacy/sre_agent/llm/Dockerfile b/sre_agent/llm/Dockerfile
similarity index 100%
rename from legacy/sre_agent/llm/Dockerfile
rename to sre_agent/llm/Dockerfile
diff --git a/legacy/sre_agent/llm/main.py b/sre_agent/llm/main.py
similarity index 98%
rename from legacy/sre_agent/llm/main.py
rename to sre_agent/llm/main.py
index 01c7d756..844e6a0f 100644
--- a/legacy/sre_agent/llm/main.py
+++ b/sre_agent/llm/main.py
@@ -64,7 +64,7 @@ async def lifespan(app: FastAPI) -> AsyncGenerator[Any, Any]:
STATE["client"] = get_client(settings.provider)
if STATE["client"] is None:
- raise ValueError(f"Unknown LLM provider. Supported providers are: {', '.join(Provider)}")
+ raise ValueError(f"Unknown LLM provider. Supported providers are: {", ".join(Provider)}")
yield
STATE.clear()
diff --git a/legacy/sre_agent/llm/pyproject.toml b/sre_agent/llm/pyproject.toml
similarity index 100%
rename from legacy/sre_agent/llm/pyproject.toml
rename to sre_agent/llm/pyproject.toml
diff --git a/legacy/sre_agent/llm/utils/adapters.py b/sre_agent/llm/utils/adapters.py
similarity index 100%
rename from legacy/sre_agent/llm/utils/adapters.py
rename to sre_agent/llm/utils/adapters.py
diff --git a/legacy/sre_agent/llm/utils/clients.py b/sre_agent/llm/utils/clients.py
similarity index 100%
rename from legacy/sre_agent/llm/utils/clients.py
rename to sre_agent/llm/utils/clients.py
diff --git a/legacy/sre_agent/llm/utils/schemas.py b/sre_agent/llm/utils/schemas.py
similarity index 100%
rename from legacy/sre_agent/llm/utils/schemas.py
rename to sre_agent/llm/utils/schemas.py
diff --git a/legacy/sre_agent/servers/.gitignore b/sre_agent/servers/.gitignore
similarity index 100%
rename from legacy/sre_agent/servers/.gitignore
rename to sre_agent/servers/.gitignore
diff --git a/legacy/sre_agent/servers/README.md b/sre_agent/servers/README.md
similarity index 100%
rename from legacy/sre_agent/servers/README.md
rename to sre_agent/servers/README.md
diff --git a/legacy/sre_agent/servers/github/Dockerfile b/sre_agent/servers/github/Dockerfile
similarity index 100%
rename from legacy/sre_agent/servers/github/Dockerfile
rename to sre_agent/servers/github/Dockerfile
diff --git a/legacy/sre_agent/servers/github/README.md b/sre_agent/servers/github/README.md
similarity index 100%
rename from legacy/sre_agent/servers/github/README.md
rename to sre_agent/servers/github/README.md
diff --git a/legacy/sre_agent/servers/github/common/errors.ts b/sre_agent/servers/github/common/errors.ts
similarity index 100%
rename from legacy/sre_agent/servers/github/common/errors.ts
rename to sre_agent/servers/github/common/errors.ts
diff --git a/legacy/sre_agent/servers/github/common/types.ts b/sre_agent/servers/github/common/types.ts
similarity index 100%
rename from legacy/sre_agent/servers/github/common/types.ts
rename to sre_agent/servers/github/common/types.ts
diff --git a/legacy/sre_agent/servers/github/common/utils.ts b/sre_agent/servers/github/common/utils.ts
similarity index 100%
rename from legacy/sre_agent/servers/github/common/utils.ts
rename to sre_agent/servers/github/common/utils.ts
diff --git a/legacy/sre_agent/servers/github/common/version.ts b/sre_agent/servers/github/common/version.ts
similarity index 100%
rename from legacy/sre_agent/servers/github/common/version.ts
rename to sre_agent/servers/github/common/version.ts
diff --git a/legacy/sre_agent/servers/github/index.ts b/sre_agent/servers/github/index.ts
similarity index 100%
rename from legacy/sre_agent/servers/github/index.ts
rename to sre_agent/servers/github/index.ts
diff --git a/legacy/sre_agent/servers/github/operations/branches.ts b/sre_agent/servers/github/operations/branches.ts
similarity index 100%
rename from legacy/sre_agent/servers/github/operations/branches.ts
rename to sre_agent/servers/github/operations/branches.ts
diff --git a/legacy/sre_agent/servers/github/operations/commits.ts b/sre_agent/servers/github/operations/commits.ts
similarity index 100%
rename from legacy/sre_agent/servers/github/operations/commits.ts
rename to sre_agent/servers/github/operations/commits.ts
diff --git a/legacy/sre_agent/servers/github/operations/files.ts b/sre_agent/servers/github/operations/files.ts
similarity index 100%
rename from legacy/sre_agent/servers/github/operations/files.ts
rename to sre_agent/servers/github/operations/files.ts
diff --git a/legacy/sre_agent/servers/github/operations/issues.ts b/sre_agent/servers/github/operations/issues.ts
similarity index 100%
rename from legacy/sre_agent/servers/github/operations/issues.ts
rename to sre_agent/servers/github/operations/issues.ts
diff --git a/legacy/sre_agent/servers/github/operations/pulls.ts b/sre_agent/servers/github/operations/pulls.ts
similarity index 100%
rename from legacy/sre_agent/servers/github/operations/pulls.ts
rename to sre_agent/servers/github/operations/pulls.ts
diff --git a/legacy/sre_agent/servers/github/operations/repository.ts b/sre_agent/servers/github/operations/repository.ts
similarity index 100%
rename from legacy/sre_agent/servers/github/operations/repository.ts
rename to sre_agent/servers/github/operations/repository.ts
diff --git a/legacy/sre_agent/servers/github/operations/search.ts b/sre_agent/servers/github/operations/search.ts
similarity index 100%
rename from legacy/sre_agent/servers/github/operations/search.ts
rename to sre_agent/servers/github/operations/search.ts
diff --git a/legacy/sre_agent/servers/github/package.json b/sre_agent/servers/github/package.json
similarity index 100%
rename from legacy/sre_agent/servers/github/package.json
rename to sre_agent/servers/github/package.json
diff --git a/legacy/sre_agent/servers/github/tsconfig.json b/sre_agent/servers/github/tsconfig.json
similarity index 100%
rename from legacy/sre_agent/servers/github/tsconfig.json
rename to sre_agent/servers/github/tsconfig.json
diff --git a/legacy/sre_agent/servers/github/utils/logger.ts b/sre_agent/servers/github/utils/logger.ts
similarity index 100%
rename from legacy/sre_agent/servers/github/utils/logger.ts
rename to sre_agent/servers/github/utils/logger.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/.github/workflows/cd.yml b/sre_agent/servers/mcp-server-kubernetes/.github/workflows/cd.yml
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/.github/workflows/cd.yml
rename to sre_agent/servers/mcp-server-kubernetes/.github/workflows/cd.yml
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/.github/workflows/ci.yml b/sre_agent/servers/mcp-server-kubernetes/.github/workflows/ci.yml
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/.github/workflows/ci.yml
rename to sre_agent/servers/mcp-server-kubernetes/.github/workflows/ci.yml
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/.gitignore b/sre_agent/servers/mcp-server-kubernetes/.gitignore
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/.gitignore
rename to sre_agent/servers/mcp-server-kubernetes/.gitignore
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/.vscode/extensions.json b/sre_agent/servers/mcp-server-kubernetes/.vscode/extensions.json
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/.vscode/extensions.json
rename to sre_agent/servers/mcp-server-kubernetes/.vscode/extensions.json
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/.vscode/settings.json b/sre_agent/servers/mcp-server-kubernetes/.vscode/settings.json
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/.vscode/settings.json
rename to sre_agent/servers/mcp-server-kubernetes/.vscode/settings.json
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/ADVANCED_README.md b/sre_agent/servers/mcp-server-kubernetes/ADVANCED_README.md
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/ADVANCED_README.md
rename to sre_agent/servers/mcp-server-kubernetes/ADVANCED_README.md
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/Dockerfile b/sre_agent/servers/mcp-server-kubernetes/Dockerfile
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/Dockerfile
rename to sre_agent/servers/mcp-server-kubernetes/Dockerfile
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/LICENSE b/sre_agent/servers/mcp-server-kubernetes/LICENSE
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/LICENSE
rename to sre_agent/servers/mcp-server-kubernetes/LICENSE
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/README.md b/sre_agent/servers/mcp-server-kubernetes/README.md
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/README.md
rename to sre_agent/servers/mcp-server-kubernetes/README.md
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/bun.lockb b/sre_agent/servers/mcp-server-kubernetes/bun.lockb
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/bun.lockb
rename to sre_agent/servers/mcp-server-kubernetes/bun.lockb
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/package.json b/sre_agent/servers/mcp-server-kubernetes/package.json
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/package.json
rename to sre_agent/servers/mcp-server-kubernetes/package.json
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/config/cleanup-config.ts b/sre_agent/servers/mcp-server-kubernetes/src/config/cleanup-config.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/config/cleanup-config.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/config/cleanup-config.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/config/container-templates.ts b/sre_agent/servers/mcp-server-kubernetes/src/config/container-templates.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/config/container-templates.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/config/container-templates.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/config/deployment-config.ts b/sre_agent/servers/mcp-server-kubernetes/src/config/deployment-config.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/config/deployment-config.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/config/deployment-config.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/config/namespace-config.ts b/sre_agent/servers/mcp-server-kubernetes/src/config/namespace-config.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/config/namespace-config.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/config/namespace-config.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/config/server-config.ts b/sre_agent/servers/mcp-server-kubernetes/src/config/server-config.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/config/server-config.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/config/server-config.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/index.ts b/sre_agent/servers/mcp-server-kubernetes/src/index.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/index.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/index.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/models/helm-models.ts b/sre_agent/servers/mcp-server-kubernetes/src/models/helm-models.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/models/helm-models.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/models/helm-models.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/models/kubectl-models.ts b/sre_agent/servers/mcp-server-kubernetes/src/models/kubectl-models.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/models/kubectl-models.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/models/kubectl-models.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/models/resource-models.ts b/sre_agent/servers/mcp-server-kubernetes/src/models/resource-models.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/models/resource-models.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/models/resource-models.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/models/response-schemas.ts b/sre_agent/servers/mcp-server-kubernetes/src/models/response-schemas.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/models/response-schemas.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/models/response-schemas.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/models/tool-models.ts b/sre_agent/servers/mcp-server-kubernetes/src/models/tool-models.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/models/tool-models.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/models/tool-models.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/resources/handlers.ts b/sre_agent/servers/mcp-server-kubernetes/src/resources/handlers.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/resources/handlers.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/resources/handlers.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/create_configmap.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/create_configmap.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/create_configmap.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/create_configmap.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/create_cronjob.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/create_cronjob.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/create_cronjob.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/create_cronjob.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/create_deployment.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/create_deployment.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/create_deployment.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/create_deployment.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/create_namespace.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/create_namespace.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/create_namespace.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/create_namespace.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/create_pod.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/create_pod.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/create_pod.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/create_pod.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/create_service.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/create_service.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/create_service.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/create_service.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_configmap.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_configmap.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_configmap.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/delete_configmap.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_cronjob.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_cronjob.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_cronjob.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/delete_cronjob.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_deployment.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_deployment.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_deployment.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/delete_deployment.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_namespace.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_namespace.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_namespace.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/delete_namespace.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_pod.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_pod.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_pod.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/delete_pod.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_service.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_service.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/delete_service.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/delete_service.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_cronjob.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_cronjob.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_cronjob.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/describe_cronjob.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_deployment.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_deployment.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_deployment.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/describe_deployment.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_node.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_node.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_node.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/describe_node.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_pod.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_pod.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_pod.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/describe_pod.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_service.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_service.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/describe_service.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/describe_service.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/get_configmap.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/get_configmap.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/get_configmap.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/get_configmap.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/get_current_context.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/get_current_context.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/get_current_context.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/get_current_context.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/get_events.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/get_events.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/get_events.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/get_events.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/get_job_logs.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/get_job_logs.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/get_job_logs.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/get_job_logs.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/get_logs.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/get_logs.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/get_logs.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/get_logs.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/helm-operations.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/helm-operations.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/helm-operations.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/helm-operations.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/kubectl-operations.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/kubectl-operations.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/kubectl-operations.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/kubectl-operations.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/list_contexts.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/list_contexts.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/list_contexts.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/list_contexts.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/list_cronjobs.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/list_cronjobs.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/list_cronjobs.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/list_cronjobs.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/list_deployments.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/list_deployments.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/list_deployments.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/list_deployments.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/list_jobs.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/list_jobs.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/list_jobs.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/list_jobs.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/list_nodes.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/list_nodes.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/list_nodes.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/list_nodes.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/list_pods.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/list_pods.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/list_pods.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/list_pods.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/list_services.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/list_services.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/list_services.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/list_services.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/port_forward.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/port_forward.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/port_forward.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/port_forward.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/scale_deployment.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/scale_deployment.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/scale_deployment.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/scale_deployment.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/set_current_context.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/set_current_context.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/set_current_context.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/set_current_context.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/update_configmap.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/update_configmap.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/update_configmap.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/update_configmap.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/update_deployment.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/update_deployment.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/update_deployment.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/update_deployment.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/update_service.ts b/sre_agent/servers/mcp-server-kubernetes/src/tools/update_service.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/tools/update_service.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/tools/update_service.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/types.ts b/sre_agent/servers/mcp-server-kubernetes/src/types.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/types.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/types.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/utils/kubernetes-manager.ts b/sre_agent/servers/mcp-server-kubernetes/src/utils/kubernetes-manager.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/utils/kubernetes-manager.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/utils/kubernetes-manager.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/utils/logger.ts b/sre_agent/servers/mcp-server-kubernetes/src/utils/logger.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/utils/logger.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/utils/logger.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/src/utils/sse.ts b/sre_agent/servers/mcp-server-kubernetes/src/utils/sse.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/src/utils/sse.ts
rename to sre_agent/servers/mcp-server-kubernetes/src/utils/sse.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/startup.sh b/sre_agent/servers/mcp-server-kubernetes/startup.sh
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/startup.sh
rename to sre_agent/servers/mcp-server-kubernetes/startup.sh
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/tests/configmap.test.ts b/sre_agent/servers/mcp-server-kubernetes/tests/configmap.test.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/tests/configmap.test.ts
rename to sre_agent/servers/mcp-server-kubernetes/tests/configmap.test.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/tests/contexts.test.ts b/sre_agent/servers/mcp-server-kubernetes/tests/contexts.test.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/tests/contexts.test.ts
rename to sre_agent/servers/mcp-server-kubernetes/tests/contexts.test.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/tests/cronjob.test.ts b/sre_agent/servers/mcp-server-kubernetes/tests/cronjob.test.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/tests/cronjob.test.ts
rename to sre_agent/servers/mcp-server-kubernetes/tests/cronjob.test.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/tests/current_context.test.ts b/sre_agent/servers/mcp-server-kubernetes/tests/current_context.test.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/tests/current_context.test.ts
rename to sre_agent/servers/mcp-server-kubernetes/tests/current_context.test.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/tests/helm.test.ts b/sre_agent/servers/mcp-server-kubernetes/tests/helm.test.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/tests/helm.test.ts
rename to sre_agent/servers/mcp-server-kubernetes/tests/helm.test.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/tests/kubectl.test.ts b/sre_agent/servers/mcp-server-kubernetes/tests/kubectl.test.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/tests/kubectl.test.ts
rename to sre_agent/servers/mcp-server-kubernetes/tests/kubectl.test.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/tests/namespace.test.ts b/sre_agent/servers/mcp-server-kubernetes/tests/namespace.test.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/tests/namespace.test.ts
rename to sre_agent/servers/mcp-server-kubernetes/tests/namespace.test.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/tests/non_destructive_tools.test.ts b/sre_agent/servers/mcp-server-kubernetes/tests/non_destructive_tools.test.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/tests/non_destructive_tools.test.ts
rename to sre_agent/servers/mcp-server-kubernetes/tests/non_destructive_tools.test.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/tests/port_forward.test.ts b/sre_agent/servers/mcp-server-kubernetes/tests/port_forward.test.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/tests/port_forward.test.ts
rename to sre_agent/servers/mcp-server-kubernetes/tests/port_forward.test.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/tests/service.test.ts b/sre_agent/servers/mcp-server-kubernetes/tests/service.test.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/tests/service.test.ts
rename to sre_agent/servers/mcp-server-kubernetes/tests/service.test.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/tests/set_current_context.test.ts b/sre_agent/servers/mcp-server-kubernetes/tests/set_current_context.test.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/tests/set_current_context.test.ts
rename to sre_agent/servers/mcp-server-kubernetes/tests/set_current_context.test.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/tests/sse.test.ts b/sre_agent/servers/mcp-server-kubernetes/tests/sse.test.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/tests/sse.test.ts
rename to sre_agent/servers/mcp-server-kubernetes/tests/sse.test.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/tests/unit.test.ts b/sre_agent/servers/mcp-server-kubernetes/tests/unit.test.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/tests/unit.test.ts
rename to sre_agent/servers/mcp-server-kubernetes/tests/unit.test.ts
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/tsconfig.json b/sre_agent/servers/mcp-server-kubernetes/tsconfig.json
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/tsconfig.json
rename to sre_agent/servers/mcp-server-kubernetes/tsconfig.json
diff --git a/legacy/sre_agent/servers/mcp-server-kubernetes/vitest.config.ts b/sre_agent/servers/mcp-server-kubernetes/vitest.config.ts
similarity index 100%
rename from legacy/sre_agent/servers/mcp-server-kubernetes/vitest.config.ts
rename to sre_agent/servers/mcp-server-kubernetes/vitest.config.ts
diff --git a/legacy/sre_agent/servers/prompt_server/.python-version b/sre_agent/servers/prompt_server/.python-version
similarity index 100%
rename from legacy/sre_agent/servers/prompt_server/.python-version
rename to sre_agent/servers/prompt_server/.python-version
diff --git a/legacy/sre_agent/servers/prompt_server/Dockerfile b/sre_agent/servers/prompt_server/Dockerfile
similarity index 100%
rename from legacy/sre_agent/servers/prompt_server/Dockerfile
rename to sre_agent/servers/prompt_server/Dockerfile
diff --git a/legacy/sre_agent/servers/prompt_server/pyproject.toml b/sre_agent/servers/prompt_server/pyproject.toml
similarity index 100%
rename from legacy/sre_agent/servers/prompt_server/pyproject.toml
rename to sre_agent/servers/prompt_server/pyproject.toml
diff --git a/legacy/sre_agent/servers/prompt_server/server.py b/sre_agent/servers/prompt_server/server.py
similarity index 100%
rename from legacy/sre_agent/servers/prompt_server/server.py
rename to sre_agent/servers/prompt_server/server.py
diff --git a/legacy/sre_agent/servers/prompt_server/utils/schemas.py b/sre_agent/servers/prompt_server/utils/schemas.py
similarity index 100%
rename from legacy/sre_agent/servers/prompt_server/utils/schemas.py
rename to sre_agent/servers/prompt_server/utils/schemas.py
diff --git a/legacy/sre_agent/servers/slack/Dockerfile b/sre_agent/servers/slack/Dockerfile
similarity index 100%
rename from legacy/sre_agent/servers/slack/Dockerfile
rename to sre_agent/servers/slack/Dockerfile
diff --git a/legacy/sre_agent/servers/slack/README.md b/sre_agent/servers/slack/README.md
similarity index 100%
rename from legacy/sre_agent/servers/slack/README.md
rename to sre_agent/servers/slack/README.md
diff --git a/legacy/sre_agent/servers/slack/index.ts b/sre_agent/servers/slack/index.ts
similarity index 100%
rename from legacy/sre_agent/servers/slack/index.ts
rename to sre_agent/servers/slack/index.ts
diff --git a/legacy/sre_agent/servers/slack/package-lock.json b/sre_agent/servers/slack/package-lock.json
similarity index 100%
rename from legacy/sre_agent/servers/slack/package-lock.json
rename to sre_agent/servers/slack/package-lock.json
diff --git a/legacy/sre_agent/servers/slack/package.json b/sre_agent/servers/slack/package.json
similarity index 100%
rename from legacy/sre_agent/servers/slack/package.json
rename to sre_agent/servers/slack/package.json
diff --git a/legacy/sre_agent/servers/slack/tsconfig.json b/sre_agent/servers/slack/tsconfig.json
similarity index 100%
rename from legacy/sre_agent/servers/slack/tsconfig.json
rename to sre_agent/servers/slack/tsconfig.json
diff --git a/legacy/sre_agent/servers/slack/utils/logger.ts b/sre_agent/servers/slack/utils/logger.ts
similarity index 100%
rename from legacy/sre_agent/servers/slack/utils/logger.ts
rename to sre_agent/servers/slack/utils/logger.ts
diff --git a/legacy/sre_agent/shared/__init__.py b/sre_agent/shared/__init__.py
similarity index 100%
rename from legacy/sre_agent/shared/__init__.py
rename to sre_agent/shared/__init__.py
diff --git a/legacy/sre_agent/shared/logger.py b/sre_agent/shared/logger.py
similarity index 93%
rename from legacy/sre_agent/shared/logger.py
rename to sre_agent/shared/logger.py
index 5c3c3f02..da710496 100644
--- a/legacy/sre_agent/shared/logger.py
+++ b/sre_agent/shared/logger.py
@@ -57,9 +57,7 @@ class ColoredFormatter(logging.Formatter):
def format(self, record: logging.LogRecord) -> str:
# Add color to the levelname
if record.levelname in self.COLORS:
- record.levelname = (
- f"{self.COLORS[record.levelname]}{record.levelname}{self.COLORS['RESET']}" # noqa: E501
- )
+ record.levelname = f"{self.COLORS[record.levelname]}{record.levelname}{self.COLORS['RESET']}" # noqa: E501
return super().format(record)
diff --git a/legacy/sre_agent/shared/py.typed b/sre_agent/shared/py.typed
similarity index 100%
rename from legacy/sre_agent/shared/py.typed
rename to sre_agent/shared/py.typed
diff --git a/legacy/sre_agent/shared/pyproject.toml b/sre_agent/shared/pyproject.toml
similarity index 100%
rename from legacy/sre_agent/shared/pyproject.toml
rename to sre_agent/shared/pyproject.toml
diff --git a/legacy/sre_agent/shared/schemas.py b/sre_agent/shared/schemas.py
similarity index 100%
rename from legacy/sre_agent/shared/schemas.py
rename to sre_agent/shared/schemas.py
diff --git a/legacy/sre_agent/tsconfig.json b/sre_agent/tsconfig.json
similarity index 100%
rename from legacy/sre_agent/tsconfig.json
rename to sre_agent/tsconfig.json
diff --git a/legacy/tests/__init__.py b/tests/__init__.py
similarity index 100%
rename from legacy/tests/__init__.py
rename to tests/__init__.py
diff --git a/legacy/tests/security_tests/test_guardrails.py b/tests/security_tests/test_guardrails.py
similarity index 99%
rename from legacy/tests/security_tests/test_guardrails.py
rename to tests/security_tests/test_guardrails.py
index dc7420e7..c961cf37 100644
--- a/legacy/tests/security_tests/test_guardrails.py
+++ b/tests/security_tests/test_guardrails.py
@@ -1,5 +1,6 @@
"""Tests for the Guardrails library."""
+
from unittest import IsolatedAsyncioTestCase
import requests
diff --git a/legacy/tests/security_tests/test_input_validation.py b/tests/security_tests/test_input_validation.py
similarity index 99%
rename from legacy/tests/security_tests/test_input_validation.py
rename to tests/security_tests/test_input_validation.py
index 03f1122d..04beaf4c 100644
--- a/legacy/tests/security_tests/test_input_validation.py
+++ b/tests/security_tests/test_input_validation.py
@@ -1,5 +1,6 @@
"""A test to assert that an invalid input the API returns an error message."""
+
import unittest
from http import HTTPStatus
diff --git a/legacy/tests/unit_tests/test_adapters.py b/tests/unit_tests/test_adapters.py
similarity index 100%
rename from legacy/tests/unit_tests/test_adapters.py
rename to tests/unit_tests/test_adapters.py
diff --git a/typos.toml b/typos.toml
deleted file mode 100644
index 4fcc7e83..00000000
--- a/typos.toml
+++ /dev/null
@@ -1,22 +0,0 @@
-[files]
-extend-exclude = [
- ".gitignore",
- "LICENSE",
- "legacy",
- "*.csv"
-]
-ignore-hidden = true
-ignore-dot = true
-
-[default]
-locale = "en-gb"
-extend-ignore-re = [
- # Ignore lines that end with `# spellchecker:disable-line`
- "(?Rm)^.*(#|//)\\s*spellchecker:disable-line$",
- # Ignore lines with HTML ``
- "(?Rm)^.*.*$",
- # Ignore the line after `# spellchecker:ignore-next-line`:
- "(#|//)\\s*spellchecker:ignore-next-line\\n.*",
- # Ignore blocks between `# spellchecker:off` and `# spellchecker:on`
- "(?s)(#|//)\\s*spellchecker:off.*?\\n\\s*(#|//)\\s*spellchecker:on",
-]
diff --git a/uv.lock b/uv.lock
index 6645e233..5120b808 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,106 +1,14 @@
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[[package]]
From 032f898dbfff5d0cf6b87325cacd3c4c4fe36a4d Mon Sep 17 00:00:00 2001
From: Oscar <25309418+osw282@users.noreply.github.com>
Date: Thu, 12 Mar 2026 13:59:33 +0000
Subject: [PATCH 3/5] v0.2.0 Release (#197)
* Agent Implementation Using Pydantic AI (#149)
* Move old stuff to a legacy folder and setup pre-commit for rewrite
* Agent rewrite
* Update cloud watch config
* Update prompt and use remote github mcp server
* Add cloud watch tool log
* Use remote github mcp for now
* Update agent
* Update dev doc
* Make service name a required parameter
* Update cloud watch tool to search directly from log event
* Cli
* Readme
* Refactor and Fix ECS Agent Deployment (#154)
* Update agents.md
* ECS deployment
* Simplify by removing server for now
* Add logo
* Update text colour
* Update
* Refactoring
* Refactoring
* Set up Opik for agent evaluation (#155)
* Allow user to select which repo the agent to look at
* Add dataset
* Add metrics
* Common
* Update test case
* Use opik span
* Add mock tools
* Add mock tools
* Update prompts
* Add experiment readme
* Update readme
* Update readme
* Eval: Add evaluation experiment for diagnoses correctness (#161)
* Update tool extraction logic from span
* Update create agent arg
* Diagnosis quality dataset
* First metric
* Root cuase metric
* 3 metrics
* Mock tools
* Experiment runner
* Diagnosis quality eval
* Update project name
* Docs & CLI UX overhaul for v0.2.0 (#164)
* Docs first draft
* Tick box
* Update readme
* Update heading
* Some CLI stuff to make UX better
* Some more UX stuff
* Update screenshot
* Remove .claude and legacy stuff
* Add demo gif
* Centre the gif
* Update gif
* Update GitHub action for v0.2.0 release (#194)
* Update ci.yml
* Swap safety with pip-audit
* Install pre-commit in dev group
* Remove build push core images action for legacy code
* Update ci test run path
* Remove reference of legacy directory in pre-commit config
* Update pytest
* Add opik dependency to pyproject (hotfix)
* Release workflow & `RELEASE.md` (#195)
* Release doc first draft
* Release workflow and release.md
* Update release.md
---
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delete mode 100644 sre_agent/servers/mcp-server-kubernetes/src/tools/update_service.ts
delete mode 100644 sre_agent/servers/mcp-server-kubernetes/src/types.ts
delete mode 100644 sre_agent/servers/mcp-server-kubernetes/src/utils/kubernetes-manager.ts
delete mode 100644 sre_agent/servers/mcp-server-kubernetes/src/utils/logger.ts
delete mode 100644 sre_agent/servers/mcp-server-kubernetes/src/utils/sse.ts
delete mode 100755 sre_agent/servers/mcp-server-kubernetes/startup.sh
delete mode 100644 sre_agent/servers/mcp-server-kubernetes/tests/configmap.test.ts
delete mode 100644 sre_agent/servers/mcp-server-kubernetes/tests/contexts.test.ts
delete mode 100644 sre_agent/servers/mcp-server-kubernetes/tests/cronjob.test.ts
delete mode 100644 sre_agent/servers/mcp-server-kubernetes/tests/current_context.test.ts
delete mode 100644 sre_agent/servers/mcp-server-kubernetes/tests/helm.test.ts
delete mode 100644 sre_agent/servers/mcp-server-kubernetes/tests/kubectl.test.ts
delete mode 100644 sre_agent/servers/mcp-server-kubernetes/tests/namespace.test.ts
delete mode 100644 sre_agent/servers/mcp-server-kubernetes/tests/non_destructive_tools.test.ts
delete mode 100644 sre_agent/servers/mcp-server-kubernetes/tests/port_forward.test.ts
delete mode 100644 sre_agent/servers/mcp-server-kubernetes/tests/service.test.ts
delete mode 100644 sre_agent/servers/mcp-server-kubernetes/tests/set_current_context.test.ts
delete mode 100644 sre_agent/servers/mcp-server-kubernetes/tests/sse.test.ts
delete mode 100644 sre_agent/servers/mcp-server-kubernetes/tests/unit.test.ts
delete mode 100644 sre_agent/servers/mcp-server-kubernetes/tsconfig.json
delete mode 100644 sre_agent/servers/mcp-server-kubernetes/vitest.config.ts
delete mode 100644 sre_agent/servers/prompt_server/.python-version
delete mode 100644 sre_agent/servers/prompt_server/Dockerfile
delete mode 100644 sre_agent/servers/prompt_server/pyproject.toml
delete mode 100644 sre_agent/servers/prompt_server/server.py
delete mode 100644 sre_agent/servers/prompt_server/utils/schemas.py
delete mode 100644 sre_agent/servers/slack/Dockerfile
delete mode 100644 sre_agent/servers/slack/README.md
delete mode 100644 sre_agent/servers/slack/index.ts
delete mode 100644 sre_agent/servers/slack/package-lock.json
delete mode 100644 sre_agent/servers/slack/package.json
delete mode 100644 sre_agent/servers/slack/tsconfig.json
delete mode 100644 sre_agent/servers/slack/utils/logger.ts
delete mode 100644 sre_agent/shared/__init__.py
delete mode 100644 sre_agent/shared/logger.py
delete mode 100644 sre_agent/shared/py.typed
delete mode 100644 sre_agent/shared/pyproject.toml
delete mode 100644 sre_agent/shared/schemas.py
delete mode 100644 sre_agent/tsconfig.json
delete mode 100644 tests/security_tests/test_guardrails.py
delete mode 100644 tests/security_tests/test_input_validation.py
create mode 100644 tests/test_dummy.py
delete mode 100644 tests/unit_tests/test_adapters.py
create mode 100644 typos.toml
diff --git a/.dockerignore b/.dockerignore
deleted file mode 100644
index 0c1fa4fb..00000000
--- a/.dockerignore
+++ /dev/null
@@ -1,2 +0,0 @@
-# Env file configs
-.env
diff --git a/.github/ISSUE_TEMPLATE/feature_or_integration_request.yml b/.github/ISSUE_TEMPLATE/feature_or_integration_request.yml
new file mode 100644
index 00000000..b6b2c9db
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/feature_or_integration_request.yml
@@ -0,0 +1,62 @@
+name: Feature or Integration Request
+description: Request a new feature or integration
+title: "[FEATURE]: "
+labels: ["enhancement"]
+body:
+ - type: markdown
+ attributes:
+ value: Thanks for the suggestion. Share as much context as you can so we can assess and prioritise it.
+
+ - type: dropdown
+ id: request-type
+ attributes:
+ label: Request type
+ description: Is this a product feature or an integration request?
+ options:
+ - Feature
+ - Integration
+ validations:
+ required: true
+
+ - type: dropdown
+ id: area
+ attributes:
+ label: Area
+ description: Which area does this request apply to?
+ options:
+ - Model provider
+ - Logging platform
+ - Remote code repository
+ - Notification channel
+ - Remote deployment target
+ - CLI/UX
+ - Other
+ validations:
+ required: true
+
+ - type: textarea
+ id: problem
+ attributes:
+ label: What problem are you trying to solve?
+ description: Tell us what is missing today and why it matters.
+ placeholder: We need...
+ validations:
+ required: true
+
+ - type: textarea
+ id: proposal
+ attributes:
+ label: Proposed solution
+ description: What would you like to see implemented?
+ placeholder: It would help if...
+ validations:
+ required: true
+
+ - type: textarea
+ id: context
+ attributes:
+ label: Extra context
+ description: Include links, examples, constraints, or anything else useful.
+ placeholder: Related docs, APIs, screenshots, etc.
+ validations:
+ required: false
diff --git a/.github/workflows/build-push-images.yml b/.github/workflows/build-push-images.yml
deleted file mode 100644
index 9dcdb9ea..00000000
--- a/.github/workflows/build-push-images.yml
+++ /dev/null
@@ -1,74 +0,0 @@
-name: Build and Push Core Service Images
-
-on:
- push:
- branches:
- - main
- paths:
- - 'sre_agent/**'
- - 'pyproject.toml'
- - 'uv.lock'
- workflow_dispatch:
-
-permissions:
- contents: read
- packages: write
-
-jobs:
- build-and-push:
- runs-on: ubuntu-latest
-
- strategy:
- matrix:
- include:
- - name: kubernetes
- context: sre_agent/servers/mcp-server-kubernetes
- dockerfile: sre_agent/servers/mcp-server-kubernetes/Dockerfile
- - name: github
- context: sre_agent/
- dockerfile: sre_agent/servers/github/Dockerfile
- - name: prompt-server
- context: .
- dockerfile: sre_agent/servers/prompt_server/Dockerfile
- - name: llm-server
- context: .
- dockerfile: sre_agent/llm/Dockerfile
- - name: orchestrator
- context: .
- dockerfile: sre_agent/client/Dockerfile
-
- steps:
- - name: Checkout
- uses: actions/checkout@v4
-
- - name: Set up Docker Buildx
- uses: docker/setup-buildx-action@v3
-
- - name: Log in to GitHub Container Registry
- uses: docker/login-action@v3
- with:
- registry: ghcr.io
- username: ${{ github.actor }}
- password: ${{ secrets.GITHUB_TOKEN }}
-
- - name: Extract metadata
- id: meta
- uses: docker/metadata-action@v5
- with:
- images: ghcr.io/${{ github.repository_owner }}/sre-agent-${{ matrix.name }}
- tags: |
- type=ref,event=branch
- type=ref,event=pr
- type=sha,prefix={{branch}}-
- type=raw,value=latest,enable={{is_default_branch}}
-
- - name: Build and Push ${{ matrix.name }}
- uses: docker/build-push-action@v6
- with:
- context: ${{ matrix.context }}
- file: ${{ matrix.dockerfile }}
- push: true
- tags: ${{ steps.meta.outputs.tags }}
- labels: ${{ steps.meta.outputs.labels }}
- cache-from: type=gha
- cache-to: type=gha,mode=max
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index f1aec91a..6eac0dac 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -17,62 +17,53 @@ on:
jobs:
pre-commit:
- name: Pre-commit CI
+ name: Pre-commit Hooks CI
runs-on: ubuntu-latest
- strategy:
- matrix:
- python-version: ["3.12"]
- timeout-minutes: 15
+ timeout-minutes: 10
steps:
- - name: Checkout
- uses: actions/checkout@v3
+ - uses: actions/checkout@v6
- - name: Setup Python
- uses: actions/setup-python@v4
+ - name: "Set up Python"
+ uses: actions/setup-python@v6
with:
- python-version: ${{ matrix.python-version }}
+ python-version-file: "pyproject.toml"
- - name: Install the latest version of uv
- uses: astral-sh/setup-uv@v5
+ - name: Install uv
+ uses: astral-sh/setup-uv@v7
with:
- enable-cache: true
- cache-dependency-glob: ".pre-commit-config.yaml"
+ version: "0.10.9"
- - name: Install dependencies
- run: |
- uv sync --group ci
- alias pip="uv pip" # Trick pre-commit to use uv
+ - name: Install the project
+ run: uv sync --locked --all-extras --dev
- name: Run Pre-commit
run: |
uv run pre-commit run --show-diff-on-failure --color=always --all-files
+
unit_tests:
name: Unit Tests
runs-on: ubuntu-latest
+ timeout-minutes: 10
steps:
- - name: Checkout
- uses: actions/checkout@v3
+ - uses: actions/checkout@v6
- - name: Setup Python
- uses: actions/setup-python@v4
+ - name: "Set up Python"
+ uses: actions/setup-python@v6
with:
- python-version: 3.12
+ python-version-file: "pyproject.toml"
- - name: Install the latest version of uv
- uses: astral-sh/setup-uv@v5
+ - name: Install uv
+ uses: astral-sh/setup-uv@v7
with:
- enable-cache: true
- cache-dependency-glob: ".pre-commit-config.yaml"
+ version: "0.10.9"
- - name: Install dependencies
- run: |
- uv sync --group ci
- alias pip="uv pip" # T
+ - name: Install the project
+ run: uv sync --locked --all-extras --dev
- name: Run Tests
run: |
- uv run pytest tests/unit_tests
+ uv run pytest tests
# Llama firewall is not yet supported
# security_tests:
diff --git a/.github/workflows/poetry-update.yml b/.github/workflows/poetry-update.yml
deleted file mode 100644
index 8b8496be..00000000
--- a/.github/workflows/poetry-update.yml
+++ /dev/null
@@ -1,23 +0,0 @@
-name: Poetry Update
-
-on:
- # Run weekly on Monday at 0700AM
- schedule:
- - cron: "0 7 * * MON"
- # Allow a manual trigger
- workflow_dispatch:
-
-jobs:
- auto-update-ubuntu:
- runs-on: ubuntu-latest
- steps:
- - uses: fuzzylabs/gha-poetry-update@v1
- with:
- python-version: "3.12"
-
- auto-update-macos:
- runs-on: macos-12
- steps:
- - uses: fuzzylabs/gha-poetry-update@v1
- with:
- python-version: "3.12"
diff --git a/.github/workflows/pre-commit-autoupdate.yml b/.github/workflows/pre-commit-autoupdate.yml
deleted file mode 100644
index f4e77ed0..00000000
--- a/.github/workflows/pre-commit-autoupdate.yml
+++ /dev/null
@@ -1,17 +0,0 @@
-name: Pre-commit autoupdate
-
-on:
- # Run weekly on Monday at 0700AM
- schedule:
- - cron: "0 7 * * MON"
- # Allow a manual trigger
- workflow_dispatch:
-
-jobs:
- update:
- runs-on: ubuntu-latest
- steps:
- - name: Run pre-commit autoupdate
- uses: fuzzylabs/pre-commit-autoupdate-action@v1
- with:
- python-version: "3.12"
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
new file mode 100644
index 00000000..017e28ec
--- /dev/null
+++ b/.github/workflows/publish.yml
@@ -0,0 +1,34 @@
+name: Publish to PyPI
+
+on:
+ push:
+ tags:
+ - "v*"
+
+jobs:
+ publish:
+ name: Publish to PyPI
+ runs-on: ubuntu-latest
+ timeout-minutes: 10
+ environment: pypi
+ permissions:
+ id-token: write
+
+ steps:
+ - uses: actions/checkout@v6
+
+ - name: Set up Python
+ uses: actions/setup-python@v6
+ with:
+ python-version-file: "pyproject.toml"
+
+ - name: Install uv
+ uses: astral-sh/setup-uv@v7
+ with:
+ version: "0.10.9"
+
+ - name: Build package
+ run: uv build
+
+ - name: Publish to PyPI
+ run: uv publish --trusted-publishing always
diff --git a/.github/workflows/scan-dependencies.yml b/.github/workflows/scan-dependencies.yml
index ebb4e486..10a1be40 100644
--- a/.github/workflows/scan-dependencies.yml
+++ b/.github/workflows/scan-dependencies.yml
@@ -9,32 +9,32 @@ on:
- main
- develop
paths:
- - '**/poetry.lock'
+ - '**/uv.lock'
push:
branches:
- main
- develop
paths:
- - '**/poetry.lock'
+ - '**/uv.lock'
jobs:
- safety_scan:
- name: Safety Scan
+ pip_audit:
+ name: pip-audit
runs-on: ubuntu-latest
+ timeout-minutes: 10
steps:
- - name: Checkout code
- uses: actions/checkout@v3
+ - uses: actions/checkout@v6
- - name: Set up Python
- uses: actions/setup-python@v4
+ - name: "Set up Python"
+ uses: actions/setup-python@v6
with:
- python-version: '3.10'
+ python-version-file: "pyproject.toml"
- - name: Install dependencies
- run: |
- python -m pip install --upgrade pip
- pip install safety
- - name: Run safety check
- run: |
- safety check --full-report
+ - name: Install uv
+ uses: astral-sh/setup-uv@v7
+
+ - name: Install the project
+ run: uv sync --locked --all-extras --dev
+
+ - uses: pypa/gh-action-pip-audit@v1.1.0
diff --git a/.gitignore b/.gitignore
index 45a11fa2..15d6abce 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,6 +1,6 @@
# Byte-compiled / optimized / DLL files
__pycache__/
-*.py[cod]
+*.py[codz]
*$py.class
# C extensions
@@ -27,8 +27,8 @@ share/python-wheels/
MANIFEST
# PyInstaller
-# Usually these files are written by a python script from a template
-# before PyInstaller builds the exe, so as to inject date/other infos into it.
+# Usually these files are written by a python script from a template
+# before PyInstaller builds the exe, so as to inject date/other infos into it.
*.manifest
*.spec
@@ -46,7 +46,7 @@ htmlcov/
nosetests.xml
coverage.xml
*.cover
-*.py,cover
+*.py.cover
.hypothesis/
.pytest_cache/
cover/
@@ -92,22 +92,37 @@ ipython_config.py
# However, in case of collaboration, if having platform-specific dependencies or dependencies
# having no cross-platform support, pipenv may install dependencies that don't work, or not
# install all needed dependencies.
-#Pipfile.lock
+# Pipfile.lock
+
+# UV
+# Similar to Pipfile.lock, it is generally recommended to include uv.lock in version control.
+# This is especially recommended for binary packages to ensure reproducibility, and is more
+# commonly ignored for libraries.
+# uv.lock
# poetry
# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
# This is especially recommended for binary packages to ensure reproducibility, and is more
# commonly ignored for libraries.
# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
-#poetry.lock
+# poetry.lock
+# poetry.toml
# pdm
# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
-#pdm.lock
-# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
-# in version control.
-# https://pdm.fming.dev/#use-with-ide
-.pdm.toml
+# pdm recommends including project-wide configuration in pdm.toml, but excluding .pdm-python.
+# https://pdm-project.org/en/latest/usage/project/#working-with-version-control
+# pdm.lock
+# pdm.toml
+.pdm-python
+.pdm-build/
+
+# pixi
+# Similar to Pipfile.lock, it is generally recommended to include pixi.lock in version control.
+# pixi.lock
+# Pixi creates a virtual environment in the .pixi directory, just like venv module creates one
+# in the .venv directory. It is recommended not to include this directory in version control.
+.pixi
# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
__pypackages__/
@@ -116,11 +131,25 @@ __pypackages__/
celerybeat-schedule
celerybeat.pid
+# Redis
+*.rdb
+*.aof
+*.pid
+
+# RabbitMQ
+mnesia/
+rabbitmq/
+rabbitmq-data/
+
+# ActiveMQ
+activemq-data/
+
# SageMath parsed files
*.sage.py
# Environments
.env
+.envrc
.venv
env/
venv/
@@ -153,103 +182,38 @@ dmypy.json
cython_debug/
# PyCharm
-# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
-# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
-# and can be added to the global gitignore or merged into this file. For a more nuclear
-# option (not recommended) you can uncomment the following to ignore the entire idea folder.
-.idea/
-
-### macOS ###
-# General
+# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+# and can be added to the global gitignore or merged into this file. For a more nuclear
+# option (not recommended) you can uncomment the following to ignore the entire idea folder.
+# .idea/
+
+# Abstra
+# Abstra is an AI-powered process automation framework.
+# Ignore directories containing user credentials, local state, and settings.
+# Learn more at https://abstra.io/docs
+.abstra/
+
+# Visual Studio Code
+# Visual Studio Code specific template is maintained in a separate VisualStudioCode.gitignore
+# that can be found at https://github.com/github/gitignore/blob/main/Global/VisualStudioCode.gitignore
+# and can be added to the global gitignore or merged into this file. However, if you prefer,
+# you could uncomment the following to ignore the entire vscode folder
+# .vscode/
+
+# Ruff stuff:
+.ruff_cache/
+
+# PyPI configuration file
+.pypirc
+
+# Marimo
+marimo/_static/
+marimo/_lsp/
+__marimo__/
+
+# Streamlit
+.streamlit/secrets.toml
+
+# .DS_Store
.DS_Store
-.AppleDouble
-.LSOverride
-
-# Icon must end with two \r
-Icon
-
-
-# Thumbnails
-._*
-
-# Files that might appear in the root of a volume
-.DocumentRevisions-V100
-.fseventsd
-.Spotlight-V100
-.TemporaryItems
-.Trashes
-.VolumeIcon.icns
-.com.apple.timemachine.donotpresent
-
-# Directories potentially created on remote AFP share
-.AppleDB
-.AppleDesktop
-Network Trash Folder
-Temporary Items
-.apdisk
-
-### macOS Patch ###
-# iCloud generated files
-*.icloud
-
-### Linux ###
-*~
-
-# temporary files which can be created if a process still has a handle open of a deleted file
-.fuse_hidden*
-
-# KDE directory preferences
-.directory
-
-# Linux trash folder which might appear on any partition or disk
-.Trash-*
-
-# .nfs files are created when an open file is removed but is still being accessed
-.nfs*
-
-### Windows ###
-# Windows thumbnail cache files
-Thumbs.db
-Thumbs.db:encryptable
-ehthumbs.db
-ehthumbs_vista.db
-
-# Dump file
-*.stackdump
-
-# Folder config file
-[Dd]esktop.ini
-
-# Recycle Bin used on file shares
-$RECYCLE.BIN/
-
-# Windows Installer files
-*.cab
-*.msi
-*.msix
-*.msm
-*.msp
-
-# Windows shortcuts
-*.lnk
-
-*node_modules
-
-# Terraform
-.terraform
-*.tfstate
-*.tfstate.*
-
-# Ignore Helm dependencies
-charts/*/Chart.lock
-charts/*/tmpcharts/
-
-# Helm-generated files
-*.tgz
-Chart.lock
-tmpcharts/
-
-# Ignore Helm release artifacts
-.release-name/
-
-*values-secrets.yaml
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 7ebe4edb..04e54c19 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -2,7 +2,7 @@ fail_fast: false
repos:
- repo: https://github.com/pre-commit/pre-commit-hooks
- rev: v4.5.0
+ rev: v6.0.0
hooks:
- id: check-toml
- id: check-yaml
@@ -14,22 +14,20 @@ repos:
files: "\\.(py|txt|yaml|json|md|toml|lock|cfg|html|sh|js|yml)$"
- id: end-of-file-fixer
- id: check-added-large-files
- args: ["--maxkb=1000"]
+ args: ["--maxkb=1120"]
- id: check-case-conflict
- id: requirements-txt-fixer
- - repo: https://github.com/psf/black
- rev: 23.10.1
- hooks:
- - id: black
- args: [--config=pyproject.toml]
-
- - repo: https://github.com/charliermarsh/ruff-pre-commit
+ - repo: https://github.com/astral-sh/ruff-pre-commit
# Ruff version.
- rev: "v0.1.2"
+ rev: v0.14.14
hooks:
- - id: ruff
- args: [--fix, --exit-non-zero-on-fix, "--config=pyproject.toml"] # enable autofix
+ # Run the linter.
+ - id: ruff-check
+ args: [--fix, --config=ruff.toml]
+ # Run the formatter.
+ - id: ruff-format
+ args: [--config=ruff.toml]
- repo: local
hooks:
@@ -38,22 +36,20 @@ repos:
entry: mypy
language: system
types: [python]
- args: ["--config-file=pyproject.toml", "--ignore-missing-imports"]
- exclude: '.*__init__\.py|tests'
+ args: ["--config-file=mypy.ini"]
- repo: https://github.com/crate-ci/typos
- rev: v1.32.0
+ rev: v1.42.1
hooks:
- id: typos
- args: [--config=pyproject.toml]
+ args: [--config=typos.toml]
pass_filenames: false
- repo: https://github.com/PyCQA/bandit
- rev: 1.7.8
+ rev: 1.9.3
hooks:
- id: bandit
- args: ["--config=pyproject.toml"]
- additional_dependencies: ["bandit[toml]"]
+ args: ["-c", "bandit.yaml"]
- repo: local
hooks:
diff --git a/.typos.toml b/.typos.toml
deleted file mode 100644
index 00de7baf..00000000
--- a/.typos.toml
+++ /dev/null
@@ -1,16 +0,0 @@
-[default.extend-words]
-"sanitized" = "sanitized"
-"organization" = "organization"
-"Math" = "Math"
-"Initializes" = "Initializes"
-"utilize" = "utilize"
-"labeled" = "labeled"
-"Initialized" = "Initialized"
-"initialize" = "initialize"
-"authorize" = "authorize"
-"color" = "color"
-"colors" = "colors"
-"colorize" = "colorize"
-"Colored" = "Colored"
-"Authorization" = "Authorization"
-"Artifact" = "Artifact"
diff --git a/AGENTS.md b/AGENTS.md
new file mode 100644
index 00000000..7b925c28
--- /dev/null
+++ b/AGENTS.md
@@ -0,0 +1,36 @@
+# AGENTS.md
+
+## Do
+- Always use Context7 MCP when I need library/API documentation, code generation, setup or configuration steps without me having to explicitly ask.
+- Keep code simple, with a strong focus on readability and maintainability.
+- Use UK English.
+- No em dashes in comments and documentations.
+- Use python 3.13 syntax.
+
+## Functions
+- Keep each function concise, easy to read, and clearly named.
+- Avoid functions that handle multiple responsibilities. Break them into smaller units unless there is a sensible trade off.
+- Prioritise on readability, maintainability, reusability, and testability.
+
+## Docstrings
+- Keep module-level and script top-level docstrings to a single line.
+- Use Google-style docstrings.
+- Do not include types for arguments.
+- Keep docstrings concise and only include what is necessary to help readers understand the function or class.
+
+### Docstrings Example
+```
+def function_with_pep484_type_annotations(param1: int, param2: str) -> bool:
+ """Example function with PEP 484 type annotations.
+
+ Important note.
+
+ Args:
+ param1: The first parameter.
+ param2: The second parameter.
+
+ Returns:
+ The return value. True for success, False otherwise.
+
+ """
+```
diff --git a/DEVELOPMENT.md b/DEVELOPMENT.md
index 387e158a..bde05bbe 100644
--- a/DEVELOPMENT.md
+++ b/DEVELOPMENT.md
@@ -1,53 +1,79 @@
-# Developer Readme
+# DEVELOPER README
-This document contains documentation intended for developers of sre-agent.
+This document is for developers of sre-agent, specifically for v0.2.0.
-Pre-requisites:
+## To start the agent
-- [Docker](https://docs.docker.com/engine/install/)
+Run the CLI once and complete the configuration wizard to create the user `.env` file in the platform config directory.
-> Note: In order for the pre-commit hooks to function properly, your Docker daemon should be running during setup.
-
-## Developer environment setup
-
-To work on the sre-agent as a developer, you'll need to configure your local development environment. You can do this by simply running:
+Start the agent server and the Slack MCP server:
```bash
-make project-setup
+docker compose up -d
```
-This will install Python `3.12` using PyEnv, create a virtual environment using uv, and install the pre-commit hooks.
-> Note: The `project-setup` process will check whether `pre-commits`, and `uv` are installed. If not, it will ask to install them on your behalf as they're required to use this template.
+Trigger an error on the [store](http://aea33d77009704f67b39fe82a5c41aab-398063840.eu-west-2.elb.amazonaws.com/) by adding loaf to the cart, or change the currency from EUR to GBP. (Note, there is an bug that errors might take some time to be indexed so if you trigger the agent immediately after you cause an error it might not be able to find the log.)
+Trigger the locally running agent:
+```bash
+uv run python run.py /aws/containerinsights/no-loafers-for-you/application cartservice
+```
-A Makefile is just a usual text file to define a set of rules or instructions to run which can be run using the `make` command. To see the available make commands:
+Or:
```bash
-make help
+uv run python run.py /aws/containerinsights/no-loafers-for-you/application currencyservice
```
-## Changes to the cli
+## Adding a New Tool
-If you’ve made updates to the CLI code, you can install it locally by running:
+When adding a new tool/integration, follow one of these patterns:
-```bash
-source .venv/bin/activate && pip install -e .
-```
+### Option 1: MCP Server
-Then test your changes by starting the CLI with:
+If an MCP server exists for the service, you can use that. No interface implementation is needed.
-```bash
-sre-agent
+```python
+# tools/example.py
+from pydantic_ai.mcp import MCPServerStdio
+from sre_agent.core.settings import AgentSettings
+
+def create_example_mcp_toolset(config: AgentSettings) -> MCPServerStdio:
+ return MCPServerStdio(
+ "docker",
+ args=["run", "-i", "--rm", "-e", f"TOKEN={config.example.token}", "mcp/example"],
+ timeout=30,
+ )
```
-## Testing
+**Examples:** `github.py`, `slack.py`
-With the uv shell active (see above), you can run all the tests using:
+### Option 2: Direct API
-```bash
-make tests
-```
+Use this when no MCP server is available. You must implement the relevant interface.
-Or specific tests:
+```python
+# tools/example.py
+from sre_agent.interfaces import LoggingInterface
+from sre_agent.models import LogQueryResult
-```bash
-python -m pytest tests/test_dummy.py
+class ExampleLogging(LoggingInterface):
+ async def query_errors(
+ self,
+ source: str,
+ service_name: str,
+ time_range_minutes: int = 10,
+ ) -> LogQueryResult:
+ # Implementation using direct API calls
+ ...
+
+def create_example_toolset(config: AgentSettings) -> FunctionToolset:
+ toolset = FunctionToolset()
+ impl = ExampleLogging(config.example.api_key)
+
+ @toolset.tool
+ async def search_logs(...) -> LogQueryResult:
+ return await impl.query_errors(...)
+
+ return toolset
```
+
+**Examples:** `cloudwatch.py`
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 00000000..1b7f1567
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,37 @@
+# SRE Agent Container
+# Multi-stage build for smaller image size
+
+FROM ghcr.io/astral-sh/uv:python3.13-bookworm-slim AS builder
+
+WORKDIR /app
+
+# Copy dependency files
+COPY pyproject.toml uv.lock README.md ./
+
+# Install dependencies (without the project itself)
+RUN uv sync --frozen --no-install-project
+
+# Copy source code
+COPY src/ src/
+
+# Install the project
+RUN uv sync --frozen
+
+
+FROM python:3.13-slim-bookworm AS runtime
+
+WORKDIR /app
+
+# Copy the virtual environment from builder
+COPY --from=builder /app/.venv /app/.venv
+
+# Copy source code (needed for prompt files)
+COPY --from=builder /app/src /app/src
+
+# Set environment variables
+ENV PATH="/app/.venv/bin:$PATH"
+ENV PYTHONUNBUFFERED=1
+ENV PYTHONDONTWRITEBYTECODE=1
+
+# Run one diagnosis job and then exit
+CMD ["python", "-m", "sre_agent.run"]
diff --git a/Makefile b/Makefile
deleted file mode 100644
index d69b36cd..00000000
--- a/Makefile
+++ /dev/null
@@ -1,25 +0,0 @@
-.PHONY: project-setup
-project-setup: ## Install the virtual environment and install the pre-commit hooks
- @echo "🚀 Creating virtual environment using uv"
- @uv sync
- @uv run pre-commit install
-
-.PHONY: check
-check: ## Run code quality tools.
- @echo "🚀 Checking lock file consistency with 'pyproject.toml'"
- @uv lock --locked
- @echo "🚀 Linting code: Running pre-commit"
- @uv run pre-commit run -a
-
-.PHONY: tests
-tests: ## Test the code with pytest
- @echo "🚀 Testing code: Running pytest"
- @uv run python -m pytest --cov --cov-config=pyproject.toml --cov-report=xml
-
-.PHONY: license-check
-license-check: # Check that project dependencies all have licenses compatible with project LICENSE.txt (or lack thereof)
- @uv run licensecheck -l MIT
-
-.PHONY: help
-help: # Show help for each of the Makefile recipes.
- @grep -E '^[a-zA-Z0-9 -]+:.*#' Makefile | sort | while read -r l; do printf "\033[1;32m$$(echo $$l | cut -f 1 -d':')\033[00m:$$(echo $$l | cut -f 2- -d'#')\n"; done
diff --git a/README.md b/README.md
index a726e458..322f9815 100644
--- a/README.md
+++ b/README.md
@@ -1,251 +1,160 @@
-
- 🚀 Site Reliability Engineer (SRE) Agent :detective:
+
+ 🚀 Site Reliability Engineer (SRE) Agent 🕵️♀️
-Welcome to the **SRE Agent** project! This open-source AI agent helps you debug, keep your systems on Kubernetes healthy, and make your DevOps life easier.
+Welcome to the SRE Agent project. This open-source AI agent helps you monitor logs, diagnose production issues, suggest fixes, and post findings to your team so you can move faster when things go wrong.
-Now powered by a **command-line interface (CLI)**, you can interact directly with the agent from your terminal. Plug in your Kubernetes cluster, GitHub repo, and let the agent handle the heavy lifting, diagnosing, reporting, and keeping your team in the loop.
+
+
+
-## 🌟 What is SRE Agent?
+# 🏃 Quick Start
-SRE Agent is your AI-powered teammate for monitoring application and infrastructure logs, diagnosing issues, and reporting diagnostics after errors. With the new CLI, it’s easier than ever to connect the agent into your stack and start focusing on building instead of firefighting.
+## Prerequisites
-
+- Python 3.13+
+- [Docker](https://docs.docker.com/get-docker/) (required for local mode)
-## 🤔 Why Did We Build This?
-
-We wanted to learn best practices, costs, security, and performance tips for AI agents in production. Our journey is open-source, check out our [Production Journey Page](/docs/production-journey.md) and [Agent Architecture Page](/docs/agent-architecture.md) for the full story.
-
-We've been writing blogs and sharing our learnings along the way. Check out our [blog](https://www.fuzzylabs.ai/blog) for insights and updates.
-
-> **Contributions welcome!** [Join us](CONTRIBUTING.md) and help shape the future of AI-powered SRE.
-
-## ✨ Features
-
-- 🕵️♂️ **Root Cause Debugging** – Finds the real reason behind app and system errors
-- 📜 **Kubernetes Logs** – Queries your cluster for logs and info
-- 🔍 **GitHub Search** – Digs through your codebase for bugs
-- 🚦 **CLI Powered** – Interact with the agent directly from your terminal, with guided setup and zero manual image building required. Run diagnostics, manage integrations, and get insights without leaving the CLI.
-
-> Powered by the [Model Context Protocol (MCP)](https://github.com/modelcontextprotocol) for seamless LLM-to-tool connectivity.
-
-## 🤖 Supported LLM Providers
-
-The SRE Agent currently supports:
-
-### Anthropic
-- **Models**: e.g. "claude-4-0-sonnet-latest"
-- **Setup**: Requires `ANTHROPIC_API_KEY`
-
-
-## 🛠️ Prerequisites
-
-- Python 3.12 or higher
-- An app deployed on AWS EKS (Elastic Kubernetes Service)
-- Anthropic API key
-
-## ⚡ Quick Start (5 minutes)
-
-### 1️⃣ Install the SRE Agent CLI
+## 1️⃣ Install the SRE Agent
```bash
pip install sre-agent
```
-### 2️⃣ Start the agent
+## 2️⃣ Start the CLI
```bash
sre-agent
```
-This is what you’ll see when the agent starts up for the first time.
-
-
-
-### 3️⃣ Follow the guided setup to finish configuring the agent
+On first run, the setup wizard will guide you through configuration:
-#### Step 1️⃣: AWS
+
-The first step is setting up your AWS credentials so the agent can access the cluster where your app is deployed.
+## 3️⃣ Provide the required setup values
-
+The wizard currently asks for:
-From your AWS portal, click **Access keys**:
+- `ANTHROPIC_API_KEY`
+- `GITHUB_PERSONAL_ACCESS_TOKEN`
+- `GITHUB_OWNER`, `GITHUB_REPO`, `GITHUB_REF`
+- `SLACK_BOT_TOKEN`, `SLACK_CHANNEL_ID`
+- AWS credentials (`AWS_PROFILE` or access keys) and `AWS_REGION`
-
+By default the agent uses `claude-sonnet-4-5-20250929`. You can override this by setting the `MODEL` environment variable.
-Copy the credentials shown under **Option 2** and paste them into the CLI.
+## 4️⃣ Pick a running mode
-⚠️ Note: After pasting your credentials, you’ll need to press **Enter twice** to confirm.
+After setup, the CLI gives you two modes:
-
+- `Local`: run diagnoses from your machine against a CloudWatch log group.
+- `Remote Deployment`: deploy and run the agent on AWS ECS.
-Next, provide your **cluster name**. This should be the cluster where your app is deployed and where you want to monitor your deployments.
+Remote mode currently supports AWS ECS only for deploying the agent runtime.
-Once entered, the agent will automatically test the connection to the cluster using the credentials you provided.
+This is the local shell view:
-Select the specific services you want to monitor by using a list such as [2,6,7] or all of them if you would like,
+
-
+# 🌟 What Does It Do?
-#### Step 2️⃣: GitHub Integration
+Think about a microservice app where any service can fail at any time. The agent watches error logs, identifies which service is affected, checks the configured GitHub repository, diagnoses likely root causes, suggests fixes, and reports back to Slack.
-We will need to configure github access with a pat token so that the agent can read your repository and look at the code to find out what's causing the error.
+In short, it handles the heavy lifting so your team can focus on fixing the issue quickly.
-Follow the guided step, this should be straight forward:
+Your application can run on Kubernetes, ECS, VMs, or elsewhere. The key requirement is that logs are available in CloudWatch.
-
+# 🗺️ Integration Roadmap
-### 3️⃣ Follow the guided setup to finish configuring the agent
+#### 🧠 Model provider
-#### Step 1️⃣: AWS Setup
+- [x] Anthropic
+- [ ] vLLM
+- [ ] OpenAI
-Start by configuring your AWS credentials so the agent can access the cluster where your app is deployed.
+#### 🪵 Logging platform
-
+- [x] AWS CloudWatch
+- [ ] Google Cloud Observability
+- [ ] Azure Monitor
-From your AWS portal, click **Access keys**:
+#### 🏢 Remote code repository
-
+- [x] GitHub
+- [ ] GitLab
+- [ ] Bitbucket
-Copy the credentials shown under **Option 2** and paste them into the CLI.
+#### 🔔 Notification channel
-⚠️ Note: After pasting your credentials, press **Enter twice** to confirm.
+- [x] Slack
+- [ ] Microsoft Teams
-
+#### 🕶️ Remote deployment mode:
-Next, enter your **cluster name**. This should be the cluster where your app is deployed and where you want to monitor your deployments.
+- [x] AWS ECS
-The agent will then test the connection to the cluster using the credentials you provided.
+> [!TIP]
+> Looking for a feature or integration that is not listed yet? Open a [Feature / Integration request](https://github.com/fuzzylabs/sre-agent/issues/new?template=feature_or_integration_request.yml) 🚀
-After that, select the specific services you want to monitor. You can choose by index (for example, `[2,6,7]`) or select all of them.
+# 🏛️ Architecture
-
+
----
+The diagram shows the boundary between your application environment and the agent responsibilities.
-#### Step 2️⃣: GitHub Integration
+You are responsible for getting logs into your logging platform and setting up how the agent is triggered (for example, CloudWatch metric filters and alarms). Once triggered, the agent handles diagnosis and reporting.
-Next, configure GitHub access using a Personal Access Token (PAT). This allows the agent to read your repository and inspect the code when diagnosing issues.
+The monitored application is not limited to AWS ECS. It can be deployed anywhere, as long as it sends relevant logs to CloudWatch.
-Follow the guided step in the CLI—it’s straightforward:
+When running with the current stack, the flow is:
-
+1. Read error logs from CloudWatch.
+2. Inspect source code via the configured GitHub MCP integration.
+3. Produce diagnosis and fix suggestions.
+4. Send results to Slack.
----
+
-#### Step 3️⃣: Anthropic API Key
+# 🧪 Evaluation
-Finally, provide your **Anthropic API key**, which will be used as the model provider powering the agent.
+We built an evaluation suite to test both tool-use behaviour and diagnosis quality. You can find details here:
-
+- [Evaluation overview](src/sre_agent/eval/README.md)
+- [Tool call evaluation](src/sre_agent/eval/tool_call/README.md)
+- [Diagnosis quality evaluation](src/sre_agent/eval/diagnosis_quality/README.md)
-### 4️⃣ Start diagnosing issues
-
-You’re now inside the `sre-agent` CLI and ready to run diagnostics.
-
-For example, if your cluster has a service named `currencyservice`, you can run:
+Run the suites with:
```bash
-diagnose currencyservice
+uv run sre-agent-run-tool-call-eval
+uv run sre-agent-run-diagnosis-quality-eval
```
-
-
-When the diagnosing is completed, you should see the result inside the cli.
-
-To exit the agent, just run the `exit` command.
-
-## ⚙️ Configuration & Add-Ons
+# 🤔 Why We Built This
-You can use the `config` command to set up options such as the cluster name, GitHub settings, and model providers. It also lets you enable additional add-ons, like sending diagnostic results to Slack or activating the Llama Firewall.
+We wanted to learn practical best practices for running AI agents in production: cost, safety, observability, and evaluation. We are sharing the journey in the open and publishing what we learn as we go.
-
+We also write about this work on the [Fuzzy Labs blog](https://www.fuzzylabs.ai/blog).
-## 🔧 For Developers
+> **Contributions welcome.** [Join us](CONTRIBUTING.md) and help shape the future of AI-powered SRE.
-
-📦 Development Workflow
+# 🔧 For Developers
-### Project Structure
-This is a uv workspace with multiple Python services and TypeScript MCP servers:
-- `sre_agent/client/`: FastAPI orchestrator (Python)
-- `sre_agent/llm/`: LLM service with multi-provider support (Python)
-- `sre_agent/firewall/`: Llama Prompt Guard security layer (Python)
-- `sre_agent/servers/mcp-server-kubernetes/`: Kubernetes operations (TypeScript)
-- `sre_agent/servers/github/`: GitHub API integration (TypeScript)
-- `sre_agent/servers/slack/`: Slack notifications (TypeScript)
-- `sre_agent/servers/prompt_server/`: Structured prompts (Python)
-- `sre_agent/cli/`: The Python CLI that powers the agent (Python)
+See [DEVELOPMENT.md](DEVELOPMENT.md) for the full local setup guide.
-### Development Commands
-```bash
-make project-setup # Install uv, create venv, install pre-commit hooks
-make check # Run linting, pre-commit hooks, and lock file check
-make tests # Run pytest with coverage
-make license-check # Verify dependency licenses
-```
+Install dependencies:
-### TypeScript MCP Servers
```bash
-# Kubernetes MCP server
-cd sre_agent/servers/mcp-server-kubernetes
-npm run build && npm run test
-
-# GitHub/Slack MCP servers
-cd sre_agent/servers/github # or /slack
-npm run build && npm run watch
+uv sync --dev
```
-### The CLI
-
-At a high level, there are two main parts you can work on:
-- The **CLI**, which you can think of as the “front end.”
-- The **agents/MCP servers**, which run in the background.
-
-If you want to work on the CLI, you can install and run it locally with:
+Run the interactive CLI locally:
```bash
-source .venv/bin/activate && pip install -e .
+uv run sre-agent
```
-### Agents/MCP Servers
-
-If you’re working on the MCP servers, you’ll need to rebuild the Docker images for any server you modify.
-
-We provide two Compose files:
-
-- [compose.agent.yaml](compose.agent.yaml): uses images hosted on GHCR
-
-- [compose.dev.yaml](compose.dev.yaml): uses images built locally on your machine
-
-To test local changes, start the sre-agent with the --dev flag:
+If you want to run a direct diagnosis without the CLI:
```bash
-sre-agent --dev
+docker compose up -d slack
+uv run python -m sre_agent.run /aws/containerinsights/no-loafers-for-you/application currencyservice 10
```
-
-This will start the agent using the [compose.dev.yaml](compose.dev.yaml) file.
-
-
-
-## 📚 Documentation
-
-Find all the docs you need in the [docs](docs) folder:
-
-- [Creating an IAM Role](docs/creating-an-iam-role.md)
-- [ECR Setup Steps](docs/ecr-setup.md)
-- [Agent Architecture](docs/agent-architecture.md)
-- [Production Journey](docs/production-journey.md)
-
-## 🙏 Acknowledgements & Attribution
-
-Big thanks to:
-
-- [Suyog Sonwalkar](https://github.com/Flux159) for the [Kubernetes MCP server](/sre_agent/servers/mcp-server-kubernetes/)
-- [Anthropic's Model Context Protocol team](https://github.com/modelcontextprotocol) for the [Slack](/sre_agent/servers/slack/) and [GitHub](/sre_agent/servers/github/) MCP servers
-
-## :book: Blogs
-
-Check out our blog posts for insights and updates:
-
-- [Bringing Agentic AI into the Real World](https://www.fuzzylabs.ai/blog-post/bringing-agentic-ai-into-the-real-world)
-- [How We're Building an Autonomous SRE with FastMCP](https://www.fuzzylabs.ai/blog-post/how-were-building-an-autonomous-sre-with-fastmcp)
diff --git a/RELEASE.md b/RELEASE.md
new file mode 100644
index 00000000..d4fdb21e
--- /dev/null
+++ b/RELEASE.md
@@ -0,0 +1,97 @@
+# Release Guide
+
+This document describes the process for creating a new release of `sre-agent`.
+
+## Prerequisites
+
+- You have push access to the repository.
+- All features and fixes intended for the release have been merged into `develop`.
+- CI is passing on `develop`.
+
+## Steps
+
+### 1. Create a release branch
+
+Branch off `develop` using the `release/` prefix:
+
+```bash
+git checkout develop
+git pull origin develop
+git checkout -b release/vX.Y.Z
+```
+
+### 2. Bump the version
+
+Update the version in `pyproject.toml`:
+
+```toml
+version = "X.Y.Z"
+```
+
+Commit the version bump:
+
+```bash
+git add pyproject.toml
+git commit -m "Bump version to vX.Y.Z"
+git push -u origin release/vX.Y.Z
+```
+
+### 3. Open a pull request to main
+
+Open a PR from `release/vX.Y.Z` → `main` (not `develop` — the release goes directly to `main`).
+
+Ensure CI passes and get the required approvals.
+
+### 4. Merge and tag
+
+Once the PR is approved, merge it into `main` via GitHub. Then tag the merge commit locally:
+
+```bash
+git checkout main
+git pull origin main
+git tag vX.Y.Z
+git push origin vX.Y.Z
+```
+
+### 5. Merge back into develop
+
+Open a second PR from `release/vX.Y.Z` → `develop` on GitHub so the version bump and any last-minute fixes are not lost. Get it approved and merge.
+
+### 6. Publish to PyPI
+
+Publishing happens automatically via GitHub Actions when a `v*` tag is pushed
+(see `.github/workflows/publish.yml`). The workflow uses
+[Trusted Publishers](https://docs.pypi.org/trusted-publishers/) so no API tokens
+need to be stored as secrets.
+
+Verify the release is live at https://pypi.org/project/sre-agent/.
+
+### 7. Create a GitHub release
+
+Create a release on GitHub from the new tag:
+
+```bash
+gh release create vX.Y.Z --generate-notes --title "vX.Y.Z"
+```
+
+Review and edit the auto-generated notes as needed.
+
+## Versioning
+
+This project follows [Semantic Versioning](https://semver.org/):
+
+- **MAJOR** — incompatible API or behaviour changes
+- **MINOR** — new functionality, backwards-compatible
+- **PATCH** — backwards-compatible bug fixes
+
+## Hotfixes
+
+For urgent fixes against a release that is already published, branch off `main`:
+
+```bash
+git checkout main
+git pull origin main
+git checkout -b hotfix/vX.Y.Z
+```
+
+Follow the same process from step 2 onwards: bump version, open a PR to `main`, merge, tag, publish, create a GitHub release, and merge back into `develop`.
diff --git a/bandit.yaml b/bandit.yaml
new file mode 100644
index 00000000..d651dca6
--- /dev/null
+++ b/bandit.yaml
@@ -0,0 +1 @@
+exclude_dirs: ['tests']
diff --git a/compose.agent.yaml b/compose.agent.yaml
deleted file mode 100644
index 3df54b07..00000000
--- a/compose.agent.yaml
+++ /dev/null
@@ -1,110 +0,0 @@
-name: sre-agent
-
-services:
- # Core services - always available
- kubernetes:
- image: ghcr.io/${GITHUB_REPOSITORY_OWNER:-fuzzylabs}/sre-agent-kubernetes:latest
- volumes:
- - ~/.aws:/home/appuser/.aws
- environment:
- - TRANSPORT=SSE
- - AWS_REGION=${AWS_REGION}
- - TARGET_EKS_CLUSTER_NAME=${TARGET_EKS_CLUSTER_NAME}
- - AWS_PROFILE=${AWS_PROFILE:-default}
- healthcheck:
- test: ["CMD", "nc", "-z", "localhost", "3001"]
- interval: 5s
- timeout: 3s
- retries: 5
-
- github:
- image: ghcr.io/${GITHUB_REPOSITORY_OWNER:-fuzzylabs}/sre-agent-github:latest
- environment:
- - GITHUB_PERSONAL_ACCESS_TOKEN=${GITHUB_PERSONAL_ACCESS_TOKEN}
- - TRANSPORT=SSE
- healthcheck:
- test: ["CMD", "nc", "-z", "localhost", "3001"]
- interval: 5s
- timeout: 3s
- retries: 5
-
- prompt-server:
- image: ghcr.io/${GITHUB_REPOSITORY_OWNER:-fuzzylabs}/sre-agent-prompt-server:latest
- environment:
- - GITHUB_ORGANISATION=${GITHUB_ORGANISATION}
- - GITHUB_REPO_NAME=${GITHUB_REPO_NAME}
- - PROJECT_ROOT=${PROJECT_ROOT}
- - SLACK_CHANNEL_ID=${SLACK_CHANNEL_ID}
- - PROFILES=${PROFILES}
- healthcheck:
- test: ["CMD", "curl", "-f", "http://localhost:3001/health"]
- interval: 30s
- timeout: 10s
- retries: 3
-
- llm-server:
- image: ghcr.io/${GITHUB_REPOSITORY_OWNER:-fuzzylabs}/sre-agent-llm-server:latest
- environment:
- - PROVIDER=${PROVIDER}
- - MODEL=${MODEL}
- - MAX_TOKENS=1000
- - ANTHROPIC_API_KEY=${ANTHROPIC_API_KEY}
- - GEMINI_API_KEY=${GEMINI_API_KEY}
- healthcheck:
- test: ["CMD", "curl", "-f", "http://localhost:8000/health"]
- interval: 30s
- timeout: 10s
- retries: 3
-
- orchestrator:
- image: ghcr.io/${GITHUB_REPOSITORY_OWNER:-fuzzylabs}/sre-agent-orchestrator:latest
- ports:
- - "8003:80"
- depends_on:
- github:
- condition: service_healthy
- kubernetes:
- condition: service_healthy
- prompt-server:
- condition: service_healthy
- llm-server:
- condition: service_healthy
- environment:
- - DEV_BEARER_TOKEN=${DEV_BEARER_TOKEN}
- - QUERY_TIMEOUT=300
- - TOOLS=${TOOLS}
- - SERVICES=${SERVICES}
- - SLACK_SIGNING_SECRET=${SLACK_SIGNING_SECRET}
- - SLACK_CHANNEL_ID=${SLACK_CHANNEL_ID}
- - PROFILES=${PROFILES}
-
- # Optional services - using profiles
- llama-firewall:
- profiles: ["firewall"]
- image: ghcr.io/${GITHUB_REPOSITORY_OWNER:-fuzzylabs}/sre-agent-llama-firewall:latest
- volumes:
- - source: ~/.cache/huggingface
- target: /root/.cache/huggingface
- type: bind
- bind:
- create_host_path: true
- environment:
- - HF_TOKEN=${HF_TOKEN}
- healthcheck:
- test: ["CMD", "curl", "-f", "http://localhost:8000/health"]
- interval: 30s
- timeout: 10s
- retries: 3
-
- slack:
- profiles: ["slack"]
- image: ghcr.io/${GITHUB_REPOSITORY_OWNER:-fuzzylabs}/sre-agent-slack:latest
- environment:
- - SLACK_BOT_TOKEN=${SLACK_BOT_TOKEN}
- - SLACK_TEAM_ID=${SLACK_TEAM_ID}
- - TRANSPORT=SSE
- healthcheck:
- test: ["CMD", "nc", "-z", "localhost", "3001"]
- interval: 5s
- timeout: 3s
- retries: 5
diff --git a/compose.dev.yaml b/compose.dev.yaml
deleted file mode 100644
index 40030d26..00000000
--- a/compose.dev.yaml
+++ /dev/null
@@ -1,124 +0,0 @@
-name: sre-agent
-
-services:
- # Core services - always available (development version with local builds)
- kubernetes:
- build:
- context: sre_agent/servers/mcp-server-kubernetes
- dockerfile: Dockerfile
- volumes:
- - ~/.aws:/home/appuser/.aws
- environment:
- - TRANSPORT=SSE
- - AWS_REGION=${AWS_REGION}
- - TARGET_EKS_CLUSTER_NAME=${TARGET_EKS_CLUSTER_NAME}
- - AWS_PROFILE=${AWS_PROFILE:-default}
- healthcheck:
- test: ["CMD", "nc", "-z", "localhost", "3001"]
- interval: 5s
- timeout: 3s
- retries: 5
-
- github:
- build:
- context: sre_agent
- dockerfile: servers/github/Dockerfile
- environment:
- - GITHUB_PERSONAL_ACCESS_TOKEN=${GITHUB_PERSONAL_ACCESS_TOKEN}
- - TRANSPORT=SSE
- healthcheck:
- test: ["CMD", "nc", "-z", "localhost", "3001"]
- interval: 5s
- timeout: 3s
- retries: 5
-
- prompt-server:
- build:
- context: .
- dockerfile: sre_agent/servers/prompt_server/Dockerfile
- environment:
- - GITHUB_ORGANISATION=${GITHUB_ORGANISATION}
- - GITHUB_REPO_NAME=${GITHUB_REPO_NAME}
- - PROJECT_ROOT=${PROJECT_ROOT}
- - SLACK_CHANNEL_ID=${SLACK_CHANNEL_ID}
- - PROFILES=${PROFILES}
- healthcheck:
- test: ["CMD", "curl", "-f", "http://localhost:3001/health"]
- interval: 30s
- timeout: 10s
- retries: 3
-
- llm-server:
- build:
- context: .
- dockerfile: sre_agent/llm/Dockerfile
- environment:
- - PROVIDER=${PROVIDER}
- - MODEL=${MODEL}
- - MAX_TOKENS=1000
- - ANTHROPIC_API_KEY=${ANTHROPIC_API_KEY}
- - GEMINI_API_KEY=${GEMINI_API_KEY}
- healthcheck:
- test: ["CMD", "curl", "-f", "http://localhost:8000/health"]
- interval: 30s
- timeout: 10s
- retries: 3
-
- orchestrator:
- build:
- context: .
- dockerfile: sre_agent/client/Dockerfile
- ports:
- - "8003:80"
- depends_on:
- github:
- condition: service_healthy
- kubernetes:
- condition: service_healthy
- prompt-server:
- condition: service_healthy
- llm-server:
- condition: service_healthy
- environment:
- - DEV_BEARER_TOKEN=${DEV_BEARER_TOKEN}
- - QUERY_TIMEOUT=300
- - TOOLS=${TOOLS}
- - SERVICES=${SERVICES}
- - SLACK_SIGNING_SECRET=${SLACK_SIGNING_SECRET}
- - SLACK_CHANNEL_ID=${SLACK_CHANNEL_ID}
- - PROFILES=${PROFILES}
-
- # Optional services - use profiles to enable (local builds for development)
- llama-firewall:
- profiles: ["firewall", "full"]
- build:
- context: .
- dockerfile: sre_agent/firewall/Dockerfile
- volumes:
- - source: ~/.cache/huggingface
- target: /root/.cache/huggingface
- type: bind
- bind:
- create_host_path: true
- environment:
- - HF_TOKEN=${HF_TOKEN}
- healthcheck:
- test: ["CMD", "curl", "-f", "http://localhost:8000/health"]
- interval: 30s
- timeout: 10s
- retries: 3
-
- slack:
- profiles: ["slack", "full"]
- build:
- context: sre_agent
- dockerfile: servers/slack/Dockerfile
- environment:
- - SLACK_BOT_TOKEN=${SLACK_BOT_TOKEN}
- - SLACK_TEAM_ID=${SLACK_TEAM_ID}
- - TRANSPORT=SSE
- healthcheck:
- test: ["CMD", "nc", "-z", "localhost", "3001"]
- interval: 5s
- timeout: 3s
- retries: 5
diff --git a/docker-compose.yaml b/docker-compose.yaml
new file mode 100644
index 00000000..af9261f3
--- /dev/null
+++ b/docker-compose.yaml
@@ -0,0 +1,46 @@
+# Docker Compose for SRE Agent and MCP server sidecars.
+#
+# Start with: docker compose up -d
+# Logs: docker compose logs -f sre-agent
+
+name: sre-agent
+
+services:
+ # SRE Agent
+ sre-agent:
+ build:
+ context: .
+ dockerfile: Dockerfile
+ ports:
+ - "8000:8000"
+ environment:
+ # LLM Provider
+ - ANTHROPIC_API_KEY=${ANTHROPIC_API_KEY}
+ - MODEL=${MODEL:-claude-sonnet-4-5-20250929}
+ # AWS
+ - AWS_REGION=${AWS_REGION}
+ - AWS_ACCESS_KEY_ID=${AWS_ACCESS_KEY_ID}
+ - AWS_SECRET_ACCESS_KEY=${AWS_SECRET_ACCESS_KEY}
+ - AWS_SESSION_TOKEN=${AWS_SESSION_TOKEN}
+ # Slack MCP (SSE sidecar)
+ - SLACK_CHANNEL_ID=${SLACK_CHANNEL_ID}
+ - SLACK_MCP_URL=http://slack:13080/sse
+ # GitHub MCP (Remote)
+ - GITHUB_PERSONAL_ACCESS_TOKEN=${GITHUB_PERSONAL_ACCESS_TOKEN}
+ - GITHUB_MCP_URL=https://api.githubcopilot.com/mcp/
+ depends_on:
+ slack:
+ condition: service_started
+ restart: unless-stopped
+
+ # Slack MCP Server (korotovsky/slack-mcp-server)
+ slack:
+ image: ghcr.io/korotovsky/slack-mcp-server:latest
+ environment:
+ - SLACK_MCP_XOXB_TOKEN=${SLACK_BOT_TOKEN}
+ - SLACK_MCP_ADD_MESSAGE_TOOL=${SLACK_CHANNEL_ID}
+ - SLACK_MCP_HOST=0.0.0.0
+ - SLACK_MCP_PORT=13080
+ restart: unless-stopped
+ ports:
+ - "13080:13080"
diff --git a/docs/agent-architecture.md b/docs/agent-architecture.md
deleted file mode 100644
index 701a9695..00000000
--- a/docs/agent-architecture.md
+++ /dev/null
@@ -1,32 +0,0 @@
-# Agent Architecture
-
-The following diagram represents the overall architecture of the SRE agent. It consists of four MCP servers that communicate with an LLM via an MCP client. The agent is triggered by a Slack bot which sends a request to prompt the LLM via the MCP client.
-
-
-
-MCP Servers:
-
-- **AWS MCP Server**: This server is responsible for interacting with AWS services to retrieve information about the error and deployed services to diagnose an issue.
-- **K8s MCP Server**: This server is responsible for interacting with a K8s cluster directly to retrieve information about the error from the logs.
-- **Github MCP Server**: This server is responsible for interacting with the codebase in GitHub to identify the root cause of any application errors.
-- **Slack MCP Server**: This server is responsible for sending a message back to the `site-reliability` channel in Slack.
-
-## Individual Server-Client Architectures
-
-### K8s MCP Server
-
-
-
-The first step in the process is to use the K8s MCP server to retrieve the logs from the K8s cluster. The K8s MCP server will use the `kubectl` command line tool to retrieve the logs from the K8s cluster. The logs will be sent back to the agent for further analysis.
-
-### Github MCP Server
-
-
-
-Once the agent identifies the file containing the faulty code from the error logs, it accesses the Github MCP server to fetch the file's contents, which it provides to the LLM as context for error diagnosis.
-
-### Slack MCP Server
-
-
-
-Once the agent has been able to diagnose the root cause of the error using the AWS, K8s, and GitHub MCP servers it will use the Slack MCP server to package up the error diagnsosis and post it back to the `site-reliability` channel. In the event that the agent is unable to diagnose the issue, the Slack MCP server will send a message back to the `site-reliability` channel with the error message.
diff --git a/docs/creating-an-iam-role.md b/docs/creating-an-iam-role.md
deleted file mode 100644
index 440c9336..00000000
--- a/docs/creating-an-iam-role.md
+++ /dev/null
@@ -1,42 +0,0 @@
-# Creating an IAM User.
-
-When interacting with AWS services, it is important to create an IAM user with the necessary permissions. This user will be used by the SRE agent to interact with AWS services.
-
-There already exists an IAM user group called `sre-agent` that contains the necessary permissions for the SRE agent.
-
-To create a new IAM user with the necessary permissions, follow these steps:
-
-1. Visit the [IAM Users dashboard](https://us-east-1.console.aws.amazon.com/iam/home?region=eu-west-2#/users)
-
-2. Click on the `Create user` button.
-
-
-
-3. Enter a user name for the new user.
-
-
-
-4. Add the user to the `sre-agent` group.
-
-
-
-5. Confirm the creation of the user.
-
-
-
-6. Create an access key for the new user by creating keys in the `Security credentials` tab under the new user.
-
-7. Give the user access to the Kubernetes cluster.
-
- a. Under the cluster that you want to give access in the [EKS dashboard](https://eu-west-2.console.aws.amazon.com/eks/clusters?region=eu-west-2) select the Access tab.
-
- b. Select `Create access entry`.
-
- c. Select the user you just created.
-
- d. Select the policy you want to give the user access to, we only need `AmazonEKSViewPolicy` for our purposes.
- 
-
- e. Review and then create the user.
-
- f. You will now have access to the Kubernetes cluster using the new user.
diff --git a/docs/ecr-setup.md b/docs/ecr-setup.md
deleted file mode 100644
index f1fc1b58..00000000
--- a/docs/ecr-setup.md
+++ /dev/null
@@ -1,40 +0,0 @@
-# ECR set-up
-
-> [!WARNING]
-> This is intended for development use only. Production images are built and pushed automatically via GitHub action after changes are approved and merged into the main branch.
-
-Instead of accessing Docker images locally, you can retrieve them from ECR (Elastic Container Registry) on AWS. To set this up you will need:
-
-1. An ECR in your AWS account
-2. Private/public ECR repositories for each MCP Server, for example, for a `github` MCP server create a repo named `mcp/github` either through the UI, CLI, or Terraform. This repo currently requires:
-```
-`mcp/github`
-`mcp/kubernetes`
-`mcp/slack`
-`mcp/sre-orchestrator`
-`mcp/prompt-server`
-`mcp/llm-server
-```
-
-Our [terraform](../terraform/README.md) module contains scripts for building the above.
-
-3. Set the following AWS environment variables and ensure you have your AWS credentials set to access the ECR:
-
-```
-export AWS_ACCOUNT_ID=
-export AWS_REGION=
-```
-
-Then run the `build_push_docker.sh` script to build and push the Docker images for each of the MCP servers:
-```
-bash build_push_docker.sh
-```
-
-Once this is done, you can access and pull the images from the following location:
-```
-${AWS_ACCOUNT_ID}.dkr.ecr.${AWS_REGION}.amazonaws.com/mcp/${mcp_server_name}:latest
-```
-For example, the Slack MCP server image location could look like:
-```
-12345678.dkr.ecr.eu-west-2.amazonaws.com/mcp/slack:latest
-```
diff --git a/docs/gar-setup.md b/docs/gar-setup.md
deleted file mode 100644
index 4d75cea5..00000000
--- a/docs/gar-setup.md
+++ /dev/null
@@ -1,43 +0,0 @@
-# GAR set-up
-
-> [!WARNING]
-> This is intended for development use only. Production images are built and pushed automatically via GitHub action after changes are approved and merged into the main branch.
-
-Instead of accessing Docker images locally, you can retrieve them from GAR (Google Artifact Registry) on GCP. To set this up you will need:
-
-1. GAR enabled in your GCP account
-2. A private/public GAR repository for your MCP Servers, for example create a repo named `mcp` either through the UI, CLI, or Terraform. This repo currently stores the following images:
-
-```shell
-`mcp/github`
-`mcp/kubernetes`
-`mcp/slack`
-`mcp/sre-orchestrator`
-`mcp/prompt-server`
-`mcp/llm-server
-```
-
-3. Set the following AWS environment variables and ensure you have your AWS credentials set to access the ECR:
-
-```shell
-export CLOUDSDK_CORE_PROJECT=
-export CLOUDSDK_COMPUTE_REGION=
-```
-
-Then run the `build_push_docker.sh` script to build and push the Docker images for each of the MCP servers:
-
-```shell
-bash build_push_docker.sh
-```
-
-Once this is done, you can access and pull the images from the following location:
-
-```shell
-${CLOUDSDK_COMPUTE_REGION}-docker.pkg.dev/${CLOUDSDK_CORE_PROJECT}/mcp/${name}:latest
-```
-
-For example, the Slack MCP server image location could look like:
-
-```shell
-europe-west2-docker.pkg.dev/test-project-id/mcp/slack:latest
-```
diff --git a/docs/imgs/architecture.png b/docs/imgs/architecture.png
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