Vibe coding makes it possible to ship a useful web app in a weekend. It does not make the security model disappear.
A generated app can compile, deploy, and look polished while still exposing a source map, shipping a credential-shaped string in a JavaScript bundle, missing basic browser security headers, or relying on authorization rules nobody has tested.
The practical response is not to trust one score. It is to use the right scanner for each layer.
Disclosure: I am building Check My Vibe. I include it below alongside competing tools because the useful question is not which product has the loudest claim; it is which part of the system each one can actually inspect.
What a passive URL scan can actually prove
