GitLab Duo Agent 自託管與 BYOM 推出

🔑 增強重點摘要

• •GitLab 18.9 enables self-hosted Duo Agent Platform for Self-Managed customers with online licenses, using usage-based billing via GitLab Credits for per-request metering[1].
• •Self-hosting provides data residency and control by running models on customer infrastructure, ideal for regulated industries[1].
• •BYOM integrates third-party or self-hosted models through GitLab AI Gateway, ensuring enterprise governance and granular cost transparency for chargeback[1].
• •Duo Agent Platform supports agentic capabilities like autonomous SAST vulnerability resolution, multi-step reasoning, automatic merge request creation, and quality scoring[1].
• •Recent patches in 18.6.2, 18.7.1, and 18.8.1 specifically support GitLab Duo Self-hosted deployments[2].

🛠️ 技術深入

• •Duo Agent Platform enables agentic multi-step vulnerability resolution: analyzes SAST findings, reasons through code context, generates fixes, and creates merge requests automatically[1].
• •Features quality scoring for generated fixes to assess reviewer confidence; available from vulnerability reports and details pages[1].
• •AI Gateway patches released in versions 18.6.2, 18.7.1, 18.8.1 to support self-hosted Duo functionality[2].
• •Billing is usage-based for online-licensed Self-Managed instances, with per-request metering tied to GitLab Credits[1].

🔮 前景展望AI analysis grounded in cited sources

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