DevOps & Deployment

Container, orchestration, and data-layer tooling for the FCA support agent:

• Multi-Stage Dockerfile — slim base, CPU-only PyTorch forward, Spacy wheel
• Docker Compose Multi-Service — web / worker / frontend / db / redis with depends_on: condition: service_healthy
• Bulk Seed with Variance Report — slot-by-slot commit + expected/actual reconciliation
• Kubernetes Health Probes — /live, /ready, /health endpoints for K8s liveness + readiness probes
• pyproject.toml Tooling Config — Black / isort / mypy / pytest / coverage unified in one pyproject.toml
• GitHub Actions CI/CD Pipeline — lint → test → build → push to GHCR, per-event triggers
• Async pytest Testing with Conftest — self-healing conftest.py with NullPool engine override