3 posts
AI can emit Terraform and runbooks that read correct and provision the wrong, insecure, or irreversible thing. ADD makes policy-as-code the frozen contract enforced in the pipeline, chaos and rollback tests the red tests, and SLO evidence — not a clean apply — the proof a change is safe.
11 min readWithout health checks, your load balancer sends traffic to dying instances. Without graceful shutdown, every deploy drops requests. Here is how ShelfWise achieves zero-downtime deployments with proper probes, SIGTERM handling, and connection draining.
11 min readTheory without deployment is fiction. This capstone assembles all 22 prior patterns into a deployed, monitored, incident-ready multi-tenant Python backend — from Docker Compose to runbooks to your first production incident.
22 min read