Automated execution of security tests through SAST, DAST, IAST, dependency scanning, and fuzzing integrated into CI/CD pipelines. Includes automated vulnerability assessment, security control regression testing, and continuous security validation to identify flaws, misconfigurations, and known vulnerabilities without manual intervention.