Application Security in Modern DevOps Pipelines
Application Security in Modern DevOps Pipelines Security in modern DevOps pipelines is not a single gate. It is a shared practice that runs from code to deployment. Teams adopt shift-left thinking, catching issues early when fixes are cheaper. Automation keeps feedback fast and consistent, so security does not slow delivery. This approach also supports privacy and regulatory demands. Key practices help teams integrate security into everyday work: SAST (static application security testing) catches flaws in source code during development DAST (dynamic application security testing) checks running applications in staging or production-like settings SBOM (software bill of materials) provides a complete list of libraries and components IaC security scans infrastructure as code for misconfig and drift Secrets management protects keys and tokens and supports rotation Policy as code enforces rules in the CI/CD process and across environments In practice, these ideas are wired into the CI/CD chain. Run SAST on each pull request, scan dependencies, test container images, and verify configurations before deployment. Generate SBOMs for traceability and demonstrate compliance with internal standards. Regularly scan for exposed secrets and enforce least privilege access in pipelines and runtimes. ...