infoq.com/news/2026/10/gitlab-19-4-goal-driven-agents GitLab 19.4 Adds Goal-Driven Agents and Tighter Cost Controls
GitLab 19.4 lets Duo CLI agents chase an open-ended goal instead of following fixed prompts, with one model doing the work and another checking it against that goal. New hosted models promise up to four times more calls per credit, but GitLab hasn't published benchmarks to back the comparison.
— via InfoQ, Matt Saunders