Harden your pipeline perimeter for the era of AI-assisted coding
May 13, 2026Vishal Thenge

Summary
This post details how GitLab Ultimate integrates application security into the development workflow to address the challenges of AI-assisted coding. It elaborates on the 'See' dimension with specific features like the Group Security Dashboard, Security Inventory, Credentials Inventory, Token Lifetime Enforcement, Audit Event Streaming, and Group SBOMs. For the 'Enforce' dimension, it describes Scan Execution Policies, Pipeline Execution Policies, MR Approval Policies, the Compliance Center, and Secret Push Protection. Finally, for the 'Fix' dimension, it highlights the MR security widget, Advanced SAST, AI-driven false positive scoring, the GitLab Duo Security Analyst Agent, and Agentic Vulnerability Resolution.