According to Hugging Face, researchers used open-source language models to triage pull requests in the OpenClaw repository, eliminating API costs by running models locally. The approach demonstrates a potential cost-saving alternative to paid code review services—though as the headline's asterisk suggests, there are likely some practical tradeoffs to consider.

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