Health Checks & Resource Management

Day 88 of 100 Days of MLOps. Kubernetes can only keep your model healthy if it knows what 'healthy' means and how much CPU and memory each pod needs. Today you add the two things that turn 'the pods are running' into 'the pods are reliably serving': liveness and readiness probes (so k8s restarts a hung pod and only routes to ready ones) and resource requests and limits (so pods get what they need and can't starve their neighbours). You'll write and validate a production-grade deployment. Runs 100% locally on any OS.