implementing-devsecops-security-scanning

Integrates SAST, DAST, and SCA into CI/CD pipelines using Semgrep for SAST, Trivy for SCA and container scanning, OWASP ZAP for DAST, and Gitleaks for secrets detection. Use when setting up automated security scanning in CI/CD, shifting security left, meeting compliance mandates (SOC 2, PCI-DSS, ISO 27001), or gating deployments on critical vulnerabilities.