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Introduction Modern software engineering teams have achieved remarkable deployment speeds. Through continuous integration and continuous delivery (CI/CD) pipelines, automated container platforms, managed Kubernetes clusters, and Infrastructure as Code (IaC), organizations can ship code updates to production multiple times a day. However, delivery speed without security validation introduces severe technical and operational vulnerabilities. A team may operate a modern delivery pipeline but still deploy critical risks into production. Common exposure points include vulnerable third-party dependencies, hardcoded secrets committed to version control, unhardened container images running as root, misconfigured cloud storage, excessive IAM roles, and open Kubernetes network policies. In traditional software delivery models, security is conducted as a late-stage gate. Security reviews and manual penetration tests take place right before production rollout. Plaintext Code → Build → Test → Deplo...