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CI/CD, Docker, health checks, production readiness
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Based on SOC occupation classification
Debug frontend vanilla JS issues - console errors, rendering bugs, SPA navigation, WebSocket
Automates the process of setting up the first admin user or adding new admins via the bootstrap endpoint. Includes a Python script for easy execution.
Push to remote and wait for CI to pass. If CI fails, read logs, fix bugs, and re-push. Repeat until green.
Use when building or debugging LangGraph multi-agent systems - eval-first execution, task decomposition, model routing by complexity, and cost discipline
Use when AI agent modifies API routes or backend logic - catch systematic blind spots where the same model writes and reviews code
Use when making or recording significant architectural decisions - capture context, alternatives, and rationale as structured ADRs
| name | deployment-patterns |
| description | CI/CD, Docker, health checks, production readiness |
.github/workflows/ci.yml — lint + test + JSON validate (on push/PR).github/workflows/e2e.yml — Playwright E2E (on push to main, after CI)TEST_MODE=false # Required for production
ENVIRONMENT=production # Disables ORM_AUTO_MIGRATE
DATABASE_URL=... # Set via Zeabur, never hardcode
JWT_SECRET_KEY=... # 32+ characters
GET /api/config → {"test_mode": false}