Hugging Face released an open-source agent capable of autonomously fixing bugs and implementing features in GitHub repositories. The system uses a specialized loop to plan, execute, and test code changes. It outperforms baseline LLMs on software engineering benchmarks. This tool provides a blueprint for developers building autonomous coding agents for complex, multi-file codebase maintenance.