VibeCoded

Vibe coded app risk score

Six questions about how the app was built and what it touches. The score reflects exposure, not quality: a well-built app holding health data still scores high.

Last reviewed 2026-09-30Written by Jacob Masse, TrazTech Inc.

Risk is what could go wrong times how much it would matter. This scores both from what you tell it.

How was it built?

What backend does it use?

Has anyone reviewed the code?

What does it hold?

Tick all that apply.

How many users at launch?

AI features?

Bring the score down

A test turns unknowns into a short list of fixes.

Get matched

Common questions

Why does an app builder score higher than an editor?

Not because the code is worse, but because fewer people read it before it ships.

Does a high score mean my app is insecure?

It means more could be wrong and more is at stake if it is. A test tells you which.