Harden your pipeline perimeter for the era of AI-assisted coding

GitLab Ultimate positions itself as a DevSecOps control plane for AI-assisted development through three pillars: See (Group Security Dashboard, Credentials Inventory, Audit Event Streaming), Enforce (Scan Execution Policies, Pipeline Execution Policies, MR Approval Policies, Secret Push Protection), and Fix (inline MR security widget, Advanced SAST with cross-file taint analysis, GitLab Duo Security Analyst Agent, and Agentic Vulnerability Resolution that auto-opens fix MRs). The core argument is that as AI agents write and ship code faster than humans, security must be embedded in the pipeline itself rather than living in separate portals or documentation.