Auto-retry Claude Code on subscription rate limits (zero deps, tmux-based)

Rate limiting is a practical challenge when integrating local LLM workflows with external APIs or when managing resource constraints in production deployments. This zero-dependency retry utility demonstrates a pragmatic approach to handling subscription rate limits using standard Unix tools (tmux), making it trivially deployable in any environment.

The minimalist design—avoiding heavy dependencies while leveraging proven tools like tmux—represents the kind of practical engineering that makes local deployments robust and maintainable. See the implementation on GitHub for patterns you can adapt to your own inference pipelines.

Whether you're orchestrating local model inference alongside API calls or managing variable compute availability on edge devices, having simple, reliable retry logic is fundamental. This approach is particularly useful for teams operating in resource-constrained environments where adding dependencies isn't feasible.

Source: Hacker News · Relevance: 6/10