GitLab Duo CLI takes a task from goal to done
Complex tasks hit a wall at the end of every chat turn. Developers already know what they're trying to accomplish. What stalls the work is the handoff back and forth between each step. Without a pre-defined definition of success, the agent stops and waits for direction or clarification, so you end up re-prompting it step by step, effectively acting as its continue button until the task is done.…
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What's new in Git 2.56.0?
The Git project recently released Git 2.56.0 . Let's look at some of the highlights of the release, including contributions from the Git team at GitLab. What's covered: Git Merge 2026 and schedule for Git 3.0 git-history(1) learns drop git-branch(1) learns to delete merged branches git-refs(1) learns to modify refs Google Summer of Code 2026 Linearizing history with git-replay(1) Making the…
GitLab Critical Patch Release: 19.4.1, 19.3.3, 19.2.7
How to design GitLab for enterprise scale
At enterprise scale, even small architecture choices can have outsized consequences. A deployment that works for a handful of teams can become a constraint once thousands of developers, repositories, and pipelines depend on it. That makes each decision made before rollout especially consequential. For example, your: Deployment model defines what your team must operate Runner strategy shapes how…
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