Kubernetes documentation-first workflow for Kubernetes-specific questions, troubleshooting, command planning, cluster operations, workload/resource behavior, networking, storage, scheduling, security, and diagnostics. Use when the request is clearly about Kubernetes itself: the `kubectl` CLI, Kubernetes API objects, pods, deployments, services, ingress, config maps, secrets, volumes, nodes, scheduling, RBAC, controllers, CRDs, Helm-free core Kubernetes behavior, or cluster/runtime behavior where Kubernetes- specific semantics matter. Do not use for generic Linux administration, generic container theory, generic cloud architecture, or Docker-only questions unless the Kubernetes layer is specifically what is being discussed or debugged.
2026-04-03