Published on: June 18, 2026 6 min read New capabilities in GitLab 19.1 help control what runs in your environment, deploy at scale, and trust automation to operate without supervision. Enterprise AI adoption often stalls not because the technology isn't ready, but because admins can't answer the question their security team is asking: What's actually running in our environment, and who put it ther...