Scaling Git for the agentic software factory
GitLab is building next-gen source control for agentic workloads, combining machine-scale performance with context, security, and governance to deliver trusted software.
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GitLab is building next-gen source control for agentic workloads, combining machine-scale performance with context, security, and governance to deliver trusted software.
Author: Bill StaplesRead Post
Costs for agentic development multiply with every task. Pick the right model, cut agent retries with GitLab Orbit, and control spend with real-time analytics.

GitLab Duo Agent Platform keeps review, tests, security, and approvals moving without a manual task between every handoff.

Balance AI speed and compliance in government agencies. Discover how GitLab Duo Agent Platform governs Claude Code without slowing development.

Three open weight models are now available and hosted on GitLab Duo Agent Platform, so you can tune quality, latency, and cost per workload, within your guardrails.

GitLab 19.4 gives platform engineers automation across every MCP tool.

On GitLab Duo Agent Platform, GPT-6 Astra completes a typical run up to 43.4% faster than GPT-5.6 Sol and uses 42.7% fewer tokens.

Learn how to connect GitLab Duo Self-Hosted to GPT, Claude, Llama, and Mistral models hosted in Microsoft Foundry, and how to choose between them.
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