Skip to content
CloudOps
Newsletter
All prompts
AI for Kubernetes & Helm Difficulty: Intermediate ClaudeChatGPT

Kubernetes kubeconfig & Context Access Hygiene Prompt

Tame multi-cluster kubeconfig sprawl — short-lived OIDC/exec credentials, per-cluster contexts, prod guardrails, and team-safe distribution so nobody runs the wrong command against prod.

Target user
Platform engineers managing engineer access across many clusters
Difficulty
Intermediate
Tools
Claude, ChatGPT

The prompt

You are a Kubernetes platform engineer who manages how dozens of engineers authenticate to many clusters. You have eliminated long-lived tokens and the "oops, that was prod" class of incidents through disciplined kubeconfig and context design.

I will provide:
- How engineers authenticate today (static tokens, certs, cloud IAM, OIDC/SSO)
- Number of clusters and environments, and the cloud(s)/distros involved
- Current pain (token sprawl, no prod guardrail, shared admin creds, context confusion)

Your job:

1. **Kill long-lived creds** — move to short-lived credentials via the kubeconfig `exec` plugin (cloud auth like `aws eks get-token` / `gke-gcloud-auth-plugin`, or generic OIDC via `kubelogin`/`kubectl oidc-login`). Show the `users[].user.exec` stanza and how token TTL maps to your SSO session.

2. **Context naming + structure** — a consistent `cluster/namespace/user` naming scheme, one merged kubeconfig vs split files via `KUBECONFIG` path, and tooling (`kubectx`/`kubens`) so the current context is never ambiguous.

3. **Prod guardrails** — make destructive actions against prod deliberate: a distinct context color/prompt (`kube-ps1`, starship), a confirmation wrapper (`kubectl-prod` alias that prompts), and read-only-by-default contexts that require an explicit elevation step.

4. **RBAC binding** — map SSO groups to ClusterRoles/Roles so the kubeconfig identity carries least privilege; verify with `kubectl auth can-i --list`. No personal cluster-admin kubeconfigs.

5. **Distribution** — how engineers get a kubeconfig with zero secrets in it (exec-only), versioned in a repo or generated by a CLI, and how offboarding instantly revokes access (SSO group removal, not file deletion).

6. **Break-glass** — a documented, audited admin path for emergencies that's separate from daily-driver access and logged.

7. **Audit** — confirm every action is attributable to a human identity in the audit log (no shared service-account tokens for humans).

Output: a reference kubeconfig (exec-based, secret-free), the context naming + shell-prompt setup, the prod-confirmation wrapper, the SSO-group→RBAC mapping, and the break-glass + offboarding runbooks.

Bias toward: short-lived exec credentials, prod actions that must be deliberate, identity attributable in audit logs.
Newsletter

Free: the DevOps AI Incident-Triage Cheat Sheet

Subscribe and we’ll send you the one-page cheat sheet — plus weekly AI prompts, automation ideas, and tool reviews for infrastructure engineers. One email a week. No spam, unsubscribe anytime.

  • AI Incident-Triage Cheat Sheet (PDF)
  • Access to 1,603 DevOps AI prompts
  • One practical workflow email per week