Ops Development & AI Practice

Oct 8, 2026 · Information Security

Shift Left Secret Scanning: Harden CI with Gitleaks Before Credentials Leak

This article demonstrates configuring Gitleaks in GitHub Actions to scan full Git history for leaked credentials, explains why post-push CI scans cannot prevent initial exposure, and shows how to add pre-commit checks and GitLab CI integration for earlier detection.