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Free OpenClaw Repository Triage Using Local AI Models

The Hugging Face blog describes how local open-weight models (Gemma 4 26B and Qwen 3.6 35B) were used to triage issues and pull requests in the OpenClaw repository in real time, replacing costly closed models. The system uses an agent harness with a restricted shell (reposhell) for safe read-only operations and achieves high throughput on an NVIDIA GB10 system.

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Hugging Face blog27.07 · 11:04
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