Who can reach what?
Basic authentication, authorization, user-data exposure and obvious access-control mistakes.
Vibe Audit — by Midnight Coda
You vibe-coded it.
Now check what could break
when real users arrive.
Vibe Audit is a focused human review for qualifying small AI-built applications approaching launch. Find out what looks wrong, why it matters and what to fix first.
$99USD · fixed one-off price
Request a Vibe Audit Focused by design
Four launch-risk surfaces worth checking before strangers use your app.
Vibe Audit is deliberately narrower than full Production Assurance. It concentrates human attention where a small AI-built application can expose obvious launch risk.
What did the build expose?
API keys, client-side secrets, debug/admin exposure and obvious unsafe production settings.
What changes in production?
Deployment mistakes, development artifacts, visible dependency concerns and production-facing configuration.
What can be abused?
AI/API credential exposure, obvious cost-abuse paths, weak usage controls and overly privileged AI actions.
What you receive
Concise findings. Human judgment.
Up to five material launch-risk findings, prioritized so you know what deserves attention first.
FindingWhat we observed.
EvidenceRelevant screenshot, location, configuration or behaviour where practical.
Why it mattersPlain-English consequence.
PriorityFIX BEFORE LAUNCH · FIX SOON · WATCH
Next actionWhat you should address first.
Is your app a fit?
Built for genuinely small applications.
Good candidates typically have one application, one backend/database, simple authentication, a small number of roles and a few critical user journeys.
Broader assurance may be required when you have:
- Organizations, teams or multi-tenancy
- Sensitive or regulated data
- Complex payment entitlement logic
- Multiple backends, workers or production services
- Powerful autonomous AI actions
- Significant existing users or revenue exposure
Those applications may require Midnight Coda Production Assurance — $499.
Request a Vibe Audit
Tell us about the app.
We confirm qualification before requesting payment. If the application exceeds Vibe Audit scope, we’ll tell you rather than forcing it into the wrong product.
Do not send passwords, API keys or permanent credentials through this form. We’ll arrange temporary or least-privilege access separately if required.