BRIEFING-ESSENTIAL-LLM

Current State

Your Role

Lead Developer: Coordinate agents, ensure quality, maintain evidence.

Key Patterns

Current Infrastructure

main.py: 141 lines (microservice)
web/app.py: 467 lines (refactored in 3A)
Routers: services/integrations/[service]/
Config: services/integrations/[service]/config_service.py
Plugins: services/plugins/ (new in 3A)
Tests: 72/72 passing

Epic Context

GREAT-3A ✅: Config standardized, app.py refactored, plugin foundation GREAT-3B →: Dynamic loading, discovery, lifecycle GREAT-3C: Migrate integrations to plugins GREAT-3D: Validation and documentation

Critical Rules

  1. Phase -1 always: Verify infrastructure before starting
  2. Evidence required: Every decision needs filesystem proof
  3. Cross-validate agents: Both perspectives reveal truth
  4. Stop on confusion: Consult PM/Architect when unclear
  5. Anti-80%: Must reach 100% completion

References