AI App Security Audit
Production Readiness Audit for AI-Built Apps
If your vibe-coded app was built with Lovable, Bolt, v0, Replit, Cursor, or a similar AI app builder, this free audit gives you a fast, plain-English read on security risk, production readiness, and what could break when real users arrive.
What this production readiness audit checks
AI app security gaps
Spot the common production failures AI-generated apps hide: auth gaps, hardcoded secrets, missing validation, brittle error handling, and untested payment flows.
Prototype-to-production blockers
See whether your Lovable, Replit, or Cursor app likely needs light hardening, a deeper code audit, or a more serious rescue plan before it reaches real users.
Launch-readiness signal
No code upload, no email gate, and no sales call required before you see the result. Answer the checklist and get an instant production-readiness readout for launch.
Best fit
Use this audit if you are moving an AI prototype into production
Your Lovable or Replit app is about to face real users
Use it before launch if your app is moving beyond demos and you need a quick check on auth, user data, and error handling risk.
Your AI-generated app touches payments or sensitive data
If the app handles sign-in, payments, or customer records, this audit helps you see whether the current build is safe enough to ship.
You need to decide between hardening, code audit, or rebuild
Use the result to understand whether the next step is a small hardening sprint, a deeper AI app code audit, or a broader rescue plan.
FAQ
AI Prototype Risk Audit FAQ
Is a Lovable or Replit app safe for production by default?
Usually no. AI app builders are great for speed, but production safety depends on what the app handles, whether auth and validation are reviewed, and whether risky gaps like exposed secrets or missing authorization checks are still present.
Who should use this AI app security audit?
Founders, operators, and product teams with a vibe-coded app or AI-generated prototype who need a fast sense of whether it is safe to launch, scale, or hand to paying users.
Do AI-generated apps need a security audit before launch?
If the app has real users, auth, payments, or user data, yes. The main risk is not that AI-built apps never work - it is that they often look finished before the security and production-readiness layer is actually there.
Do I need to share my code to use this production readiness audit?
No. This free audit is questionnaire-based. It gives you a directional risk read without asking for repository access or a technical walkthrough.
How do I know whether to harden or rebuild my AI-generated app?
This audit does not replace code review, but it does help surface whether the next step is likely hardening, a code audit, or a deeper rescue review. It is designed to help you make that call earlier and with less guesswork.
Is this audit only for Lovable, Replit, Bolt, Cursor, or v0 apps?
No. The prompts mention common AI app builders like Lovable, Bolt, v0, Replit, and Cursor because those are popular right now, but the checklist is useful for any AI-assisted app with real users in mind.
What happens after I get the score?
You will see a result summary, a prioritized set of recommendations, and a next-step CTA based on the risk profile. If you want a human review, you can send the result with your brief.
Related guides
More on AI app security, launch risk, and prototype hardening
Use these next reads to decide whether your AI-built app needs hardening, a code audit, or a broader rescue plan before launch.
Lovable to production checklist
A practical pre-launch checklist for turning a Lovable prototype into a production-ready app.
Vibe-coded app security checklist
The most common security holes we find in AI-generated apps before they go live.
When to rebuild an AI-generated app
How to tell whether your next move is hardening, refactoring, or a deeper rebuild.
How to harden an AI prototype before launch
A week-by-week plan for moving from demo-ready to production-ready without guessing.
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