GitLab

This month's Monday Merge: 400% ROI, GitLab 19.2, and why governance is quietly becoming the real AI differentiator.

This month's Monday Merge digs into what's actually driving results with agentic engineering, starting with a new Forrester study on GitLab Duo Agent Platform. Organizations interviewed are seeing 400% ROI, 20% gains in developer productivity, and payback in under six months. But the bigger story is what teams are doing with that time back: less manual grinding, more focus on the problems that actually need a human brain. We also break down what's new in GitLab 19.2, from Duo CLI hitting general availability to a Security Review Flow that understands what your code is trying to do, not just what it looks like. And we revisit some of the best moments from Transcend London, including how Mercedes-Benz AG is rolling out GitLab across more than 20,000 engineers while keeping humans accountable for every safety-critical call. Read the full edition and see where agentic engineering is headed next.

We're on a boat! ⛴️ Yesterday we hosted a customer event at Seafair Seattle where we talked about where AI scale SDLC is headed while the Blue Angels flew past our ferry on Lake Washington. It was a wild backdrop, even better conversations with customers T-Mobile and more on all things GitLab Orbit, GitLab Duo Agent Platform, and our open weight models pledge.

Manual triage doesn't scale. Every new work item means someone stopping to check team capacity, weigh workloads, and decide where it goes, and that adds up fast as volume grows. This demo shows how the "Work item created" trigger in GitLab Duo Agent Platform changes that. Watch the demo and see a flow fire the instant a work item is created, pull each teammate's current workload using GitLab Orbit, and assign the issue to whoever has the least on their plate, all without a person lifting a finger. Watch the full walkthrough and see it happen in real time.

If you've ever stared at a pipeline stuck on "pending" wondering what you did wrong, you're in good company. Turns out it almost always comes down to 3 things. We break down exactly what they are (and how to fix each one) in the full video 👉 https://lnkd.in/eWDrfc3g

How To Win A Hackathon This next episode of The Developer Show will focus on Hackathons. Everything from what makes a good hackathon, how to pick an idea and how to communicate it during presentations

POV: Your AI agent is about to ship code with zero adult supervision. What’s in the speech bubble? Wrong answers only 👇

Open weight models let teams control cost, deployment, and data residency, even in air-gapped environments. We think that choice deserves smart, targeted safeguards, not blanket restrictions. Why we signed: https://lnkd.in/gzxaUj_W

Is your AI agent well-behaved, or is it out here doing whatever it wants? 👀 We've got no judgement but if your agent is failing more than 3 of these… let's talk.

Your flow just got reflexes 💪🏻 No more manual triggers. No more missed conflicts. Duo Flows now fire automatically on real GitLab events, starting with merge conflicts, with 3 more triggers rolling out too.