#semgrep

#semgrep

LinkedIn standardized SAST using GitHub Actions, CodeQL, and Semgrep to deliver fast, enforceable, and actionable code scanning across a multi-repository development environment.

A hybrid Semgrep plus fine-tuned Llama 3 triage pipeline reduces SAST false positives and raises precision to 89.5%, producing actionable findings.