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☐ β˜† βœ‡ /r/netsec - Information Security News & Discussion

I kept finding security issues in AI-generated code, so I built a scanner for it

By: /u/AdnanBasil β€” February 12th 2026 at 11:58

Lately I've been using Al tools (Cursor / Anti gravity/ etc.) to prototype faster.

It's amazing for speed, but I noticed something

uncomfortable, a lot of the generated code had subtle security problems.

Examples I kept seeing:

Hardcoded secrets

  • Missing auth checks

Risky API routes

Potential IDOR patterns

So I built a small tool called CodeArmor Al that scans repos and PRs and classifies issues as:

Definite Vulnerabilities

Potential Risks (context required)

It also calculates a simple security score and PR risk delta. Not trying to replace real audits - more like a "sanity layer" for fast-moving / Al-heavy projects.

If anyone's curious or wants to roast it

Would genuinely love feedback from real devs

submitted by /u/AdnanBasil
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