AI-builder launch review
ChatGPT app launch-readiness audit
You got a demo working in ChatGPT. Ready? Check… Launch! reviews whether the app is safe to move toward real users, private data, payments, and production deployment.
Common launch risks
Client/server boundaries are unclear after pasted examples.
Secrets handling and environment separation are incomplete.
Supabase RLS and Stripe webhooks are under-tested or missing edge states.
Generated code lacks smoke tests and CI gates.
The app has no launch-day monitoring or rollback notes.
What Ready? Check… Launch! checks
Review the app in context rather than trusting generated snippets.
Check repo, deployment, auth, data, payment, test, and monitoring risks.
Identify what can break, leak data, lose money, regress, or operate blind.
Deliver a launch verdict and prioritized fix plan.
Route urgent single blockers to Emergency Triage when appropriate.
Recommended next step
Start with the Launch Readiness Audit.
The audit decides whether the ChatGPT app is ready, needs hardening first, requires rescue, or should have unsafe pieces rebuilt before launch.
Get a Launch Readiness Audit