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,/healthendpoints 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.pywithNullPoolengine override
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