Post by GitLab

In large monorepos and multi-repository environments, agents without full lifecycle context can over-iterate, burn tokens reconstructing what they cannot see, and fail outright as context windows fill. GitLab Orbit, now in public beta, maps code, work items, pipelines, deployments, and production signals into a context graph for the entire software lifecycle that agents and engineers query from the same source of truth. Based on internal testing, agents using GitLab Orbit responded up to 11x faster, used up to 4.5x fewer tokens, and produced up to 45x fewer hallucinations. Orbit also runs as a standalone data product with open APIs, so the same context layer is available to third-party agents and external tools, not just GitLab. Learn more. https://lnkd.in/de5Tv5Ah

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