← ALL ARTICLES / DevSecOps

What is DevSecOps? Integrating Security into Modern CI/CD Pipelines

AUTHOR: Mert Sunar PUBLISHED: Jan 5, 2026 READING TIME: 6 MIN VIEWS: 1348

What is DevSecOps? Integrating Security into Modern CI/CD Pipelines

Security can no longer operate as an eleventh-hour deployment roadblock. The DevSecOps paradigm operationalizes continuous security validation natively across every stage of the software delivery lifecycle.

# Pipeline Integration Stages

  • [1]Pre-Commit Secrets Scanning: Halting accidental API token leaks via pre-commit hooks (Gitleaks).

  • [2]SAST (Static Analysis): Evaluating code syntax for insecure patterns during pull-request creation (Semgrep).

  • [3]SCA (Dependency Governance): Verifying all open-source packages against vulnerability databases (Trivy).

  • [4]DAST (Runtime Assessment): Running automated fuzzing against staging environments (OWASP ZAP).

  • [5]Cryptographic Artifact Signing: Enforcing image provenance through Cosign signatures prior to production deployment.
  • TAGS: #DevSecOps #CI/CD #SAST #DAST #Trivy #Docker Security
    MS
    Mert Sunar
    Cyber Security Specialist • DevSecOps • AI Security

    Researching resilient enterprise defense, adversarial testing, and autonomous AI system safety.