Insights - DevOps & Platform Engineering

kubectl apply
to your real
production problems.

These guides are written by the engineers who run Kubernetes clusters, design CI/CD pipelines, and debug Terraform drift at 2am - not by a content team who read the documentation. Everything here has been tested in production, including the parts that did not work the first time.

All DevOps Guides
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GitHub Actions zero-downtime deployment to Kubernetes - a working pattern

Most GitHub Actions Kubernetes examples push directly to production without a canary stage or health check gate. This guide shows the workflow we actually use - parallel test matrix, Trivy scan, canary deploy, automated smoke test, and rollback trigger.

$ gh workflow run deploy.yml --ref main