CI/CDOct 08, 2026
A Security Gate at the Merge Boundary

Zen runs natively inside CI pipelines. In headless runs it automatically scopes the assessment to the files changed in the pull request, keeping feedback fast.
Quick, standard, deep
Use quick mode on every PR, standard on nightly builds and deep on release candidates. The pipeline fails with exit code 2 when an exploitable vulnerability is confirmed.
Results where you work
Findings export to SARIF for code-scanning dashboards, and full assessments render to audit-ready PDF reports.

