AI Security Autofix
Find a vulnerability, ship the fix PR automatically
✓ GitHub Copilot Autofix (CodeQL + GPT-4o) cut median remediation time ~3x in production.
How you build it: Open SAST (Semgrep) → LLM fix → PR, wired into CI.
An agent that runs a SAST scanner (Semgrep/CodeQL), feeds each finding plus the surrounding code-flow to an LLM, and generates a verified fix as a pull request — the architecture GitHub ships to millions of repos.
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