GitLab REST API: Comprehensive Agent-Usability Assessment
Docs-backedGitLab's REST API covers the full DevSecOps lifecycle — repositories, issues, merge requests, CI/CD pipelines, security scan results (SAST, DAST, dependency scanning), container registry, releases, and group/project management. For agents: trigger pipeline runs, query pipeline status and job logs, manage merge request approvals, retrieve security vulnerability findings, create issues from automated scans, and manage project members. Both GitLab.com and self-hosted GitLab share the same API surface. Project access tokens enable per-project service credentials without user accounts. Confidence is docs-derived.