This is the part many new AI builders miss.
The app can run perfectly.
The dashboard can load.
The buttons can work.
The deployment can look successful.
But inside the code, there may still be something dangerous:
A secret key exposed directly in the frontend.
That one small mistake can become a big problem.
It can lead to:
Exposed API access.
Unexpected billing charges.
Private data risks.
Broken user trust.
Security issues before the app even gets real users.
The scary part is that many AI-generated apps do not “look broken” when this happens.
The code may still work.
That is why I am building VibeSafe.
VibeSafe scans AI-built apps for issues like exposed keys, runtime errors, missing packages, weak security patterns, and risky code before launch.
The goal is simple:
Not another confusing security tool.
Not a long report full of jargon.
Just a clear warning before you ship.
Something a beginner can understand:
What is wrong
Why it matters
What to fix next
The image below shows the kind of problem VibeSafe is designed to catch before launch: a hardcoded secret key and a low safety score.
AI is making app development faster than ever.
Now we need to make checking those apps easier too.
Build fast. Ship safe.
Question for developers:
What is the first security check every AI-built app should pass before launch?
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