TLDR Tech / DevOps
How We Cut Kubernetes Deployment Validation From 45 Minutes to 2 Minutes
Automating Kubernetes release validation in CI/CD reduced manual verification from about 45 minutes to 2 minutes by checking pod readiness, failure states, and a 60-second stability window before marking releases successful. The approach improves consistency, surfaces failures earlier, and ensures a green pipeline reflects application health rather than deployment completion alone.
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