phase2.md

Phase 2 Features and Usage

Phase 2 focuses on developer experience and intelligent assistance.

Components

• Interactive CLI (Rich UI), shortcuts and prompts
• Semantic File Matching (context-aware file suggestions)
• Real-Time Code Monitoring (quality/security metrics)
• AI-Powered Code Generation (safe local templates by default)

Feature Flags (settings.py)

• enable_realtime_monitoring: bool (default False)
• enable_code_generation: bool (default False)
• enable_query_refinement: bool (default False)
• enable_conversation_tracking: bool (default False)

In .env:

ENABLE_REALTIME_MONITORING=true
ENABLE_CODE_GENERATION=true
ENABLE_QUERY_REFINEMENT=true

Usage

• Code generation (local provider):

  • MCP tool: generate_code, generate_tests, generate_docs
  • Library: from src.ai_processing.code_generator import CodeGenerator
  • Returns deterministic skeletons (no external APIs)

• Real-time monitoring:

  • Metrics exported via Prometheus when enabled
  • Low-overhead hooks around MCP tools and key services

• Semantic file matching:

  • Integrated into indexing/search; boosts relevant files in results

Notes

• Ollama-backed code generation is not implemented; local provider is deterministic and safe.
• All features degrade gracefully when flags are disabled.