You can build a working checkout page with AI in an afternoon.
The demo works.
Payments go through.
The UI looks finished.
But there can still be some ugly surprises hiding in the code.
🔴 A live Stripe secret key hardcoded into frontend code
The app works perfectly — until you realize that key has been shipped to every visitor's browser.
🟠 An /admin endpoint without proper authorization
The route works. The API responds. Your AI-generated app considers the job done.
Except someone else can call it too.
That's the problem with a lot of AI-generated code:
It optimizes for "does this work?"
Security requires asking:
"What happens when someone intentionally tries to make this fail?"
That's the gap we're trying to solve with VibeSafe.
VibeSafe scans AI-generated applications for things like:
🔑 Exposed API keys and secrets
🔐 Missing authentication/authorization
🗄️ Database security issues
🚪 Unprotected routes and endpoints
📦 Vulnerable dependencies
⚠️ Security issues that aren't obvious from simply running the app
And instead of dumping a security report full of jargon, it explains the problem in plain English — including what an attacker could potentially do and what you should fix.
Built for developers who can ship with AI, but don't necessarily have a security team reviewing every line.
Try a free scan: vibesafe.info
If you're building with Cursor, Claude, Lovable, Bolt, Replit, or another AI coding tool:
What's the scariest security issue you've discovered in AI-generated code?
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