DevSecOps in Practice

Secure Feedback Loops, Not Just Alerts

DevSecOps thrives on continuous feedback. Your pipelines should feed information back into your development, testing, and security teams automatically. If secrets detection fails, the developer should be notified immediately. If a Docker scan uncovers a high CVE, the pipeline should be blocked and a GitHub or GitLab issue opened. When unauthorized RBAC is detected in Terraform, the rollout must be halted. Policy violations in Kubernetes? The system should auto-roll back and trigger alerts.