GitLab
GitLab tooling
SaaS and self-managed. Merge request automation, CI, and what changes when the instance is yours.
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GitLab Self-Managed AI review that follows your own rules
AI code review on self-managed GitLab: Code Review Flow vs Duo Code Review, which one runs by seat, and how to make a review follow your team's own rules. Platform: gitlab. Verified per the docs.
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PR-Agent on self-managed GitLab: pipeline or webhook?
PR-Agent on self-managed GitLab (gitlab): pipeline mode vs webhook server, comment events, CI_SERVER_FQDN, auth types. PR-Agent docs read 2026-09-14.