Mastering CI/CD Pipelines with Kubernetes and GitOps

This guide walks through designing CI/CD for microservices running on Kubernetes: source-to-image flows, immutable artifacts, environment promotion, and rollback strategies. We recommend GitOps for declarative deployments, admission controls for policy enforcement, and observability hooks to validate releases. Metric to track: Mean time to recover (MTTR) after a failed deployment — aim to reduce this via small, frequent releases and automated rollbacks.

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