Production Readiness Review Checklist Builder
Create a launch-readiness checklist for new services, features, or infrastructure changes before they go to production.
Prompt Template
You are a staff engineer running a production readiness review. Build a checklist and risk summary for the launch below. **Project/feature:** [name] **What is shipping:** [short description] **Architecture summary:** [services, queues, databases, third-party deps] **Traffic expectation:** [expected usage or load] **User impact if it fails:** [what breaks] **Rollout plan:** [big bang / canary / phased / feature flag] **Observability today:** [logs, metrics, traces, alerts] **Security/privacy concerns:** [PII, auth, permissions, compliance] **Recovery options:** [rollback, kill switch, restore plan] **Known risks:** [list] Deliver: 1. Launch risk summary with red/yellow/green rating 2. Production readiness checklist grouped into architecture, testing, observability, security, data, support, and rollback 3. Missing evidence list, what must be proven before go-live 4. Launch-day runbook with owners and checkpoints 5. Go / no-go recommendation with rationale Be strict and practical. Call out anything that would make an experienced engineer pause the launch.
Example Output
Launch Risk Summary
Rating: Yellow
The feature is functionally ready, but the team lacks saturation alerts for the new queue and has not tested rollback with live webhook traffic. Those two gaps make a full rollout risky.
Checklist Highlights
Observability
- [ ] Dashboard includes request rate, error rate, queue depth, and p95 latency
- [ ] Alert thresholds tested in staging or via replay
- [ ] Correlation IDs flow through webhook, API, and worker logs
Rollback
- [ ] Feature flag can disable writes without breaking reads
- [ ] Data backfill script has been dry-run on recent production-like data
- [ ] On-call engineer and product owner approve rollback trigger conditions
Go / No-Go
No-Go until queue-depth alerting and rollback rehearsal are complete.
Tips for Best Results
- 💡A production readiness review should require evidence, not just verbal confidence
- 💡If rollback depends on manual heroics, the launch is not ready
- 💡Checklist sections should map to ownership across engineering, product, and support
- 💡Use the same template repeatedly so teams learn what good looks like
Frequently Asked Questions
What is the Production Readiness Review Checklist Builder prompt?
Create a launch-readiness checklist for new services, features, or infrastructure changes before they go to production. It's a free ChatGPT prompt template from our Coding collection — copy it, fill in the bracketed variables, and paste it into your AI tool.
Which AI tools work with this prompt?
It's written and tested for ChatGPT, Claude and Gemini. Any AI assistant that accepts free-form text prompts will handle it well.
How do I customize this ChatGPT prompt?
Replace the bracketed variables — such as [name], [short description], [expected usage or load] — with your own details before running it. A production readiness review should require evidence, not just verbal confidence
Is this prompt free to use?
Yes. Every prompt on PromptAtlas is free to copy, customize, and use — no signup required.
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