A founder vibe-coded his entire SaaS with AI. Hackers found API keys in the frontend and stole $87,500.
Came across this real incident — a founder used Claude Code to build and ship his startup. No security review, no tests. Hackers found Stripe API keys exposed in the client-side JavaScript and charged 175 customers $500 each.
The fix would have been one line in the AI prompt: "Never expose API keys in client-side code."
Full breakdown of what went wrong + a live demo that runs 28 actual Playwright security tests against a replica of the vulnerable app:
https://qualitymax.io/vibe-check
What security gaps have you seen in AI-generated code?
Posted Mar 14, 2026, 12:25 AM UTC
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