Claude Code: connect to a local model when your quota runs out (boxc.net)

Anthropic has introduced the option for users on lower-tier plans to connect to local open-source models when they hit their usage quotas while utilizing Claude Code. This initiative allows developers to maintain their coding momentum by seamlessly switching to open-source alternatives like GLM-4.7-Flash or Qwen3-Coder-Next. Users can monitor their current quota and access these models through LM Studio, which now supports connection to Claude Code in its latest update. This development holds significant implications for the AI and machine learning community, particularly for developers seeking cost-effective solutions without compromising creativity. By enabling the use of local models, it not only alleviates quota limitations but also encourages exploration of various architectures that can be tailored to specific tasks and machine capabilities. While users should prepare for reduced performance, this flexibility enhances the functionality of AI tools and promotes a broader experimentation culture within the community.