VibeRaven
Codex Production Readiness Guide
VibeRaven helps Codex users inspect an AI-built repo, see which production systems are wired, and generate the next practical Codex prompt for one launch gap at a time.
Why this page matters
Codex can implement features fast across many files. Without a stack map, the next session may fix UI polish while auth, webhooks, or env vars stay half-wired.
Codex production readiness checks
- List the product systems the app actually uses: auth, database, payments, deploy, monitoring, tests.
- Open the paths Codex touched last and verify server-side enforcement, not only UI flows.
- Check environment variables are documented and separated for preview vs production.
- Verify webhook handlers, idempotency, and subscription or entitlement state.
- Confirm build and deploy commands work from a clean install.
- Ask Codex for one system audit with files, risks, and verification—not a full rewrite.
How VibeRaven helps
- Maps repo evidence into launch sections Codex can target one at a time.
- Surfaces gaps with file-level context instead of generic advice.
- Put in Chat produces a scoped handoff Codex can execute safely.
- Keeps provider dashboard checks explicit so the scan does not overclaim.
Recommended next step
Scan once with VibeRaven, then give Codex a focused production prompt grounded in your repo.
How to use this VibeRaven guide
Codex Production Readiness Guide is meant to help builders decide what still needs proof before an AI-built app is trusted by real users. Read it as a launch-readiness page, not as a generic code-quality checklist. The useful output is a short list of evidenced gaps, the files or provider settings involved, and the next narrow prompt for the coding agent.
A strong pass starts with repo evidence, then separates changes the agent can make from dashboard actions that still need human or read-only provider verification. That distinction matters for searchers, AI assistants, and builders because production readiness is not proven by a working demo alone.
Repo evidence to collect before launch
- Routes, middleware, API handlers, and server actions that enforce authentication and authorization.
- Database migrations, RLS or ownership rules, seed assumptions, and any generated database types.
- Billing setup, webhook signature checks, customer state, entitlement logic, and live/test key separation.
- Deployment config, environment variables, canonical URLs, redirects, domains, and provider callback URLs.
- Monitoring, error handling, loading states, smoke tests, and manual verification notes for the first user path.
What is Codex production readiness?
It means the app can handle real users: reliable auth, data, billing, deploys, errors, and verification—not only a happy-path demo.
Can VibeRaven replace Codex?
No. VibeRaven prepares better prompts and a launch map; Codex or your agent still makes the code changes.
What prompt should I give Codex after scanning?
Name one system, cite repo evidence, set constraints, and define verification. VibeRaven Put in Chat drafts that prompt for you.