An approach to culture, automation, and platform design that integrates security as a shared responsibility throughout the entire IT lifecycle.
DevSecOps builds automated security testing into every stage of the CI/CD pipeline. For AI deployments, that means continuously scanning container images for vulnerabilities, auditing model weights for supply chain attacks, and verifying that control boundaries hold before any new agentic workflow reaches production.
See also CI/CD, Control Boundaries, Air-Gapped Environment, Role-Based Access Control and Zero Trust Architecture.