Kubernetes deployment YAML

Production-grade Deployment + Service + HPA + PDB for a stateless service.

Includes resource limits, probes, anti-affinity, security context.

DevOps & SREk8sdeployment

The prompt

Copy this into ChatGPT, Claude, Gemini or any assistant you already use — then paste your own service name + image + scale targets underneath it.

Generate Kubernetes manifests for the described service:

**Deployment** — replicas, resource requests/limits, liveness + readiness probes, security context (non-root, RO root FS), anti-affinity
**Service** — ClusterIP or LoadBalancer
**HPA** — CPU + memory targets
**PDB** — minAvailable
**ConfigMap** + **Secret** placeholders

Label everything: app, version, env, owner.

Rules:
- Resource limits required.
- Non-root, read-only filesystem where possible.
- Probes use real health endpoints.

Or run it here

Service name + image + scale targets

0/8000

Output

Output will appear here after you click Run.

Or run in your favourite chatbot

Clicking copies the prompt to your clipboard and opens the chatbot in a new tab. Gemini doesn't accept URL params — paste manually with Ctrl/Cmd+V.

Incident runbook

Drafts an on-call runbook for a specific failure mode — detect, diagnose, mitigate, recover.

Production Dockerfile

Generates a multi-stage, small-image Dockerfile for a given stack.

CI pipeline (GitHub Actions)

A complete CI pipeline YAML — lint, test, build, scan, deploy — for a Node/Python/Go service.

Useful log query

Writes a log query (Datadog / Splunk / Loki / CloudWatch) to surface what you need.

Observability plan for a service

Plan for metrics, logs, traces, and alerts for a new service — what to instrument from day 1.

Cron expression → English

Decodes any cron schedule string into when it actually runs.

Browse the full free AI prompt library or see more devops & sre prompts.