devsecops strategy means security starts at commit, not after release. Old models treated security as a gate. New models treat it as part of quality. Dependency scanning. Secret detection. Policy-as-code. Everything runs automatically.
GitOps extends this further. Infrastructure and policies live in Git. Changes are reviewed. Audits become easy. Rollbacks are instant.
AI now helps analyze vulnerabilities and detect anomalies. But humans still define risk tolerance. Automation enforces decisions consistently.
Once built, devops managed services keeps security updated. Threats evolve. Pipelines must evolve too. Stackgenie’s managed model supports this lifecycle\.
