Prompt to Check if Your AI App Is Production Ready

Production-readiness audit prompt

• Inspect the repo and list the real stack: framework, auth, database, payments, deployment, and monitoring.
• Check server-side auth enforcement on API routes—not only client-side redirects.
• Verify env var separation and flag secrets exposed to the client bundle.
• Review billing webhooks, subscription state, and entitlement checks.
• Audit database migrations, RLS, and service-role key usage.
• Ask for evidenced gaps with files and verification commands—not dashboard claims from code alone.

What is a good prompt to check if an AI app is production ready?

Run npx -y viberaven --agent-mode first, then prompt for evidenced gaps in auth, billing, database, deployment, monitoring, and tests with named files and verification steps.