shopify-ai-ops-agent/
├── DOCUMENTATION.md           # Full technical documentation (ASD-STE100)
├── architecture_diagram.pdf   # 2-slide landscape architecture diagram
├── docker-compose.yml         # Postgres (pgvector) + Redis + Jaeger + API
├── pyproject.toml             # Dependencies & packaging
├── app/
│   ├── api/                   # FastAPI routes (agent, approvals, health)
│   ├── agent/                 # LangGraph state machine & specialized nodes
│   ├── mcp_servers/           # 5 Stateless MCP tool servers
│   ├── core/                  # Security (HMAC-SHA256), Idempotency, Database
│   ├── rag/                   # Hybrid Vector + BM25 search & brand guidelines
│   ├── static/                # Executive SaaS Cockpit UI & Command Palette
│   └── evals/                 # Golden datasets & Critic Agent audit
└── tests/                     # 28 automated unit, safety, and integration tests

# Install dependencies
pip install -r requirements.txt

# Start the application server & dashboard
python -m uvicorn app.api.main:app --reload --port 8000

# Run full automated test suite (28 tests)
python -m pytest tests/ -v

# Run independent Critic Agent technical audit
python -m app.evals.judge_agent