Hey Product Hunt, I'm Kennedy the founder of Get Prbl. This started as research, not a product. I kept noticing the same security bugs in apps built with Cursor, Copilot, and Claude. Like, hardcoded API keys, disabled TLS and missing auth on generated routes. So I scanned nearly 2,000 real AI-built apps to see how common it actually was. It was 1 in 8, and the rate was basically identical no matter which tool wrote the code. Prbl is the scanner I built to catch exactly those patterns. It's narrow on purpose: general tools like Semgrep are great but noisy out of the box (in one test, 23 of 24 high-severity alerts were false positives). Prbl only looks for the classes AI tools actually introduce, so the list is short enough to act on. Paste any public GitHub repo and get the file, line, and fix in a few seconds for free: getprbl.com/scan I'd genuinely love your feedback, especially on the false-positive rate. That's the thing I care most about getting right. And happy to answer anything about the research or how it works.

Prbl

AI Wrote The Code. We Found What It Missed.

AI Wrote The Code. We Found What It Missed.