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AI Agent Production Readiness Checklist Generator

Build an evidence-based production readiness checklist across eight gates, then generate a Markdown verdict you can paste into a GitHub issue, pull request, or delivery document.

Your data stays in this tab. This tool does not sign you in, upload, or store your input. Still, never paste tokens, secrets, or personal data.

1. Identify the release

2. Record evidence for every gate

1. Artifact identity

Do the local revision, remote branch, deployed version, and artifact identify the same release?

2. Control plane

Is the service, function, deployment, or scheduler enabled in the expected environment?

3. Runtime readiness

Does the process survive, does the expected PID own the listener, and does readiness pass?

4. Public HTTP / network

Are the production URL, status, content type, TLS, and critical response markers correct?

5. UI / user journey

Can a real browser finish the core task instead of seeing a fallback or empty shell?

6. Data / side effects

Are writes, notifications, jobs, and retries correct, idempotent, and free of duplicate effects?

7. Observability

Can you separate latency, traffic, errors, saturation, and the business outcome?

8. Rollback / recovery

Can you execute the known-good rollback, preserve data compatibility, and verify recovery?

3. Copy the verdict report

NOT_MEASURED

Some evidence is not measured. Production readiness cannot be inferred.

Download full template

Verdict rules

Any FAIL makes the overall verdict FAIL. Without a failure, NOT_MEASURED takes priority over WAITING. PASS is possible only when every applicable gate passes. This is not a weighted score, and missing evidence never becomes a green light.