CI with —fail-on
Gate merges when the inventory still contains findings above a chosen severity. For GitOps schedules, GitLab/CLI jobs, and agentic follow-ups on the same artifacts, see CI/CD & workflow integration.Local
GitHub Actions
critical, then tighten to high once the backlog is under control. Pair with SARIF upload so failures are inspectable under Security → Code scanning.
Thresholds follow risk scoring priority bands.