Security verification approach integrated into the software development lifecycle through automation, CI/CD pipelines, SAST, DAST, dependency scanning, and security regression testing. Includes DevSecOps strategies, shift-left security, continuous vulnerability monitoring, and integration of security controls at every deployment stage to reduce time-to-remediation.