https://nosemicolons.com/tags/kubernetes-manifests/Recent content in Kubernetes-Manifests on No SemicolonsHugoen-usMon, 13 Jul 2026 10:51:48 +0000https://nosemicolons.com/posts/ai-generated-kubernetes-manifests-production-disasters/Mon, 13 Jul 2026 10:51:48 +0000https://nosemicolons.com/posts/ai-generated-kubernetes-manifests-production-disasters/<p>Ever copy-pasted a Kubernetes manifest from ChatGPT and watched your deployment succeed, only to find your cluster slowly bleeding resources three days later? You&rsquo;re not alone.</p> <p>I&rsquo;ve been there. Last month, I trusted an AI-generated deployment manifest for a microservice that looked perfect on the surface. Clean YAML, proper indentation, even had resource limits. But buried in those innocent-looking lines was a ticking time bomb: missing liveness probes and a restart policy that would spiral out of control under load.</p>