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For founders who built with Cursor, Claude Code, Bolt, or Lovable

You shipped it.
Do you know what's inside?

In one audit of 50 vibe-coded apps, 88% had database security (RLS) turned off entirely. Most owners had no idea.

Upload your project — get a free preview of your app's security and understanding scores. Full report with every finding: $49, one time.

Your code is analyzed and discarded — we store only the findings (file paths and check results), never your source.

8 security checks

Missing RLS, hardcoded keys, exposed env vars, unauthenticated API routes — the exact failure modes AI-generated code ships most.

Understanding map

Which concepts live where in your code — so when something breaks, you know which file to point your AI at.

90-day risk outlook

What's most likely to break next quarter, what to fix first — and what you can safely ignore for now.

What this is — and isn't

This is an automated pattern-based check, not a professional security audit. It can miss issues (and occasionally flag safe code). A clean result does not mean your app is secure — it means these 8 specific checks found nothing. For anything handling payments or sensitive data at scale, hire a human auditor.

Vibe-Coded App Report — understand what your AI built | VibeUniv | VibeUniv