AppSec scanning 30-day rollout plan: week-by-week pilot, Finding governance, CRITICAL gates, and retrospective metrics with checkable tasks. For engineering leads driving adoption — lower mid-rollout abandonment risk and connect with the DevSecOps roadmap and maturity model. Where uncertain, follow official docs and the current product version; do not assume undelivered capabilities.