Vibe coding ships apps fast, but AI assistants leave a predictable trail of leaked keys, missing RLS, and broken auth. Here are the 7 most common vibe coding security vulnerabilities, what attackers actually do with them, and the four-scanner stack that catches them before users do.
A practical, one-hour audit workflow for AI-generated code. Run four scanner layers — secrets, SAST, SCA, DAST — then manually review the three surfaces scanners cannot fully cover: authorization, authentication, and payments.
Nobody tells you about the CVE sitting in your auth library or the secret you committed at 2am three months ago. I ran the scanners so you know what to expect.