Known, updatable stack
You know the framework and services it depends on, and dependencies are pinned so a security update or version bump does not silently break everything.
Free Self-Check · No sign-up · Nothing stored
Is your vibe-coded app production ready?
AI builders and vibe coding get you a working demo fast. Whether that demo can survive real users and real data is a different question. Answer 7 quick questions and get a readiness score, your biggest gaps, and a copyable hardening checklist.
The feature code is usually the easy part. Apps break in production on the operational layer around it: secrets, backups, deployment, monitoring, ownership, and documentation. This check looks at exactly those.
Runs entirely in your browser. It never asks for code, keys, or customer data, and nothing you pick is uploaded or saved.0/100 ready
Your biggest gaps first
Copyable hardening checklist
Want a person to look at the hard parts with you? Omni Care can review the gaps, decide what to harden versus rebuild, and keep it maintained after launch.
Get a readiness review Prototype rescue check →The 7 Dimensions
What "production ready" actually means for an AI-built app.
A working demo proves the idea. These seven dimensions decide whether it survives real users, real data, and the day the original builder is unavailable.
Version control and a real owner
The code is in Git, not just in the builder tool or on one laptop, and more than one person can run and change it. A single-owner bus factor is a production risk on its own.
Repeatable deployment
It runs on real hosting with a deploy step someone else could follow, not a preview link that only works on the machine it was built on.
Backups with a tested restore
Data is backed up automatically and you have actually restored from a backup. Untested backups fail exactly when you need them.
Managed secrets, scoped access
API keys and passwords live in a managed store, not hard-coded or shared in chat. Access is scoped per person or role, so leaving contributors do not keep the keys.
Monitoring with alerts
Errors and uptime are monitored and alert a real owner. If your first signal that it is down is a user complaint, it is not ready for real users.
A handoff a new person can follow
A README or runbook lets a new person set it up, run it, and deploy it. Undocumented software quietly becomes unmaintainable the first time the builder is unavailable.
Scope And Trust
What this check does, and what it does not.
It is a fast, private way to find your biggest gaps and decide the next step. It is not a security audit or a guarantee.
Nothing leaves your browser
The score is calculated locally from multiple-choice answers. No answers are uploaded, and nothing is stored.
It never asks for sensitive input
The questions never ask for source code, API keys, passwords, customer data, or company secrets. Do not paste any of those anywhere on this page.
Not a security audit
This is directional self-assessment, not a review of your actual code, infrastructure, or data flows. A low score flags priorities, not a certification.
FAQ
Questions about shipping AI-built apps.
What does it mean for a vibe-coded app to be production ready?
Production ready means the app can be run by more than one person, deployed repeatably, and trusted with real users and real data. In practice that requires seven things: a known stack, version control and clear ownership, a repeatable deployment, tested backups, managed secrets and access control, monitoring with alerts, and documentation a new person can follow. A demo that works is not the same as software that survives real use.
Why do AI-built or vibe-coded apps fail in production?
They usually fail on the parts a demo never exercises: secrets hard-coded or shared in chat, no backups, no monitoring, deployment that only works on the original machine, and no documentation so only the builder can change it. The generated feature code is often fine; the operational layer around it is missing. That is what turns a working prototype into a fragile system nobody can safely maintain.
Is this a security audit?
No. This is a fast self-check to find the biggest readiness gaps and decide the next step. It runs entirely in your browser, never asks for source code, credentials, or customer data, and does not store your answers. A real audit reviews the actual code, infrastructure, and data flows.
Do you store my answers or need access to my code?
No. The score is calculated in your browser from multiple-choice answers only. Nothing is uploaded, nothing is saved, and the questions never ask for keys, passwords, customer data, or source code.
My score is low. What should I do next?
Start with the critical gaps first: leaked or shared secrets, no backups, and a single-owner bus factor are the fastest ways an app breaks or leaks. The check gives you a copyable hardening checklist ordered by priority. If the core is too fragile to patch, it may be cheaper to rebuild the core than to keep patching, and Omni Care's prototype rescue check can help you decide.
After the check
Ship the app, not the risk.
If the check surfaced gaps you do not want to fix alone, Omni Care can review them with you, decide what to harden versus rebuild, and keep the app maintained after launch.