DevSecOps Pipeline Explained for Beginners

DevSecOps is security work placed inside the delivery path early enough to help. Each stage reduces a different kind of risk, from leaked credentials to vulnerable packages and misconfigured cloud resources.

The goal is not to block every release. The goal is to give teams the right evidence, severity, and remediation steps before risk reaches production.

AI can help summarize findings and draft tickets, but humans should approve release-impacting decisions, especially when the fix could break a critical workflow.