The closest thing to magic you can find right now: lower agentic cost, improve outcomes, speed up reasoning - GitLab Orbit.

I expected Duo Agent Platform to beat Cursor, Claude, Copilot and Devin on price with our $0.25/review fixed price, I did not expect us to win all of the above on precision and recall, but check out this site to learn more, including how we rank against all the code review solutions in market. duo-review-bench-6f7260.gitl… This is the power of repo-side agents, and it’s just the beginning of more powerful, higher quality and lower cost agentic engineering. This is our structural advantage in action.

Anthropic models have been the Duo default since inception and we’re happy to share Opus 4.8 is now available, same day release. about.gitlab.com/blog/claude…

Devs teams: I noticed other providers are hitting walls, @gitlab is happy to serve you. Start free, receive $24/month in free promo AI credits with every Ultimate user, enjoy CLI/IDE/UX access to built in full SDLC agents, Claude and Codex, and your own custom agents, and use your choice of models and model providers so you never get stuck without service.

The bar for platform reliability has never been higher, and recent headlines have reminded us why. One of the unique aspects of @gitlab is the cloud neutral, deploy anywhere approach we offer, including our fast growing GitLab Dedicated option, which provides high scale, isolated infrastructure for customers who don't want to manage their own infrastructure but need their software factory to run at cloud scale. I recently sat down with @EricHulser from @rvtechnologies (the software team behind Rivian and Volkswagen Technologies) who is one of our top dedicated customers. Eric shares how his team thinks about the partnership and the critical nature of their software pipelines. Their dedicated instance is scaled up and out and represents one of the single largest deployments of Gitaly in the world. Thanks, Eric, for the partnership and for sharing what your team is building!

MCP gives external AI tools a window into your platform. GitLab Duo CLI gives you an AI agent that lives inside it. Native platform and repo access, purpose-built agents, platform-level security, headless mode for CI/CD. Works on self-managed and air-gapped too. No cloud dependency. about.gitlab.com/blog/gitlab…

Or you could just switch to GitLab, because we never train models with your code, *and* you can take back control of your uptime by running GitLab in your cloud of choice, or buy our Dedicated offering with single tenant isolation. about.gitlab.com/switch/