How GitLab tracks vulnerabilities through refactors and reformatting
Learn how GitLab's improved Scope+Offset fingerprinting keeps vulnerability tracking stable across comments, blank lines, and reformatting.
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GitLab named a Leader in the 2026 Gartner® Magic Quadrant™ for DevSecOps Platforms
Agents made coding fast. GitLab is the Intelligent Orchestration Platform for DevSecOps that brings speed with control for the rest of the software lifecycle.
AI
Codex and GitLab: From code fix to production
Learn how to use Codex in the terminal, GitLab MCP for issue-aware development, and external AI agents in GitLab Duo Agent Platform to move from bug report to reviewed change.
AI
Beyond BYOK: Why governance matters for AI agents
Copilot's BYOK offers flexibility, but true enterprise governance requires more. GitLab Duo CLI provides auditable, controlled CI/CD automation for AI agents.
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GitLab Dedicated for Government now GovRAMP-authorized
Learn how our single-tenant SaaS solution empowers state and local government agencies to securely accelerate their modernization initiatives.
Security
Prepare your pipeline for AI-discovered zero-days
AI is finding vulnerabilities faster than teams can patch. Learn how pipeline enforcement, automated triage, and AI remediation close the gap.
Company
GitLab named a 2026 Omdia Universe Leader
Omdia's 2026 report on AI-assisted software development ranked 19 vendors. Here is what GitLab's top scores mean for engineering teams.
Security Labs
Automating detection gap analysis with GitLab Duo Agent Platform
Learn how GitLab's Signals Engineering team uses our AI platform to automatically surface detection gaps from security incidents — no manual review required.
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