DevSecOps Maturity — A Pragmatic Model for Engineering Leaders

SAST, SCA, DAST, IaC scanning, secret detection, and where each fits in the pipeline without slowing delivery.

Published 8 May 2025 · Updated 30 October 2025

Shift left without shifting blame

Security tools in the pipeline only work when engineering owns the findings. Governance without developer buy-in creates noise, not safety.

Engage CHNYD Trace

Talk to a partner about DevSecOps — scoping calls are complimentary.