LinkedIn Leverages GitHub Actions, CodeQL, and Semgrep for Code Scanning

LinkedIn has rebuilt its static application security testing (SAST) pipeline using GitHub Actions and custom workflows, enabling consistent, enforceable code scanning across thousands of repositories. The redesign improves security coverage, developer workflow, and observability while supporting the company’s shift-left strategy. By Leela Kumili