
AI-Assisted Features
GitLab Duo Agent Platform is evolving to provide comprehensive cost control for agentic software engineering. New capabilities include matching models to tasks using GitLab-managed open-weight models (GLM 5.3, Kimi K3, MiniMax M3) for cost efficiency, reducing agent retries through GitLab Orbit which provides lifecycle context via a unified graph of code, work items, and deployments, and enabling detailed cost attribution with Duo Agent Platform Impact Analytics and the GitLab Credits dashboard. Credit and usage controls allow setting caps at subscription, group, or user levels to manage spend and prevent overages. The platform aims to provide a governed software factory architecture for agentic software engineering.
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