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Clawrity — Development Progress

Status: Phase 1 — COMPLETE ✅

Phase 0: Project Foundation

Completed

  • Project structure created (src/clawrity layout)
  • pyproject.toml with all dependencies
  • .gitignore configured
  • Pydantic v2 models (all phases)
  • Custom exception hierarchy
  • Settings (pydantic-settings)
  • Client config loader (YAML)
  • Mock data service
  • Logging + formatters
  • Docker + CI/CD
  • Unit tests (54 passing)

Phase 1: Data-Grounded Digest & Chat

Completed

  • Data Service — Unified access (mock + BigQuery backends)
  • NL-to-SQL Engine — Pattern-based query generation
  • Gen Agent — Newsletter summaries via DeepSeek
  • QA Agent — Hallucination scoring with JSON parsing
  • Agent Orchestrator — Gen→QA pipeline with retry logic
  • FastAPI App — Chat, digest, clients, health endpoints
  • Slack Channel — Base adapter with Socket Mode
  • Unit tests — 54 tests passing

Remaining

  • Integration tests (full pipeline test)
  • End-to-end demo with real DeepSeek API

Phase 2: RAG-Based Recommendations

Not Started

  • Vector store service
  • RAG agent
  • Recommendation endpoint

Phase 3: Forecasting & ROI Predictions

Not Started

  • ML forecast service (Prophet)
  • Prediction cache
  • Scenario endpoint

Git Log

Commit Description Date
85e5e51 feat: Phase 0 — Project foundation 2026-05-01
5d5ecb9 chore: Remove leftover src/pulse 2026-05-01
c2cd2b4 docs: Update progress.md 2026-05-01
111510a feat: Phase 1 — Core services, agents, API 2026-05-01
ced2871 docs: Update progress.md — Phase 1 complete 2026-05-01
50ddb9c feat: Groq (free) for non-critical + Azure Terraform 2026-05-01

Known Issues

  • Coverage reporting shows 0% (tests import from installed package, not source)

Next Session Checklist

  1. Read this file to understand current progress
  2. Read context.md for architectural decisions (especially LLM strategy)
  3. Check git log: git log --oneline -10
  4. Run quality gates: ruff check . && pytest tests/unit/
  5. Get Groq API key (free at https://console.groq.com)
  6. Test end-to-end with real API keys
  7. Deploy to Azure: cd infra && terraform apply