A new agentic system from Hugging Face automatically writes, tests, and submits pull requests to GitHub repositories. It leverages a specialized loop to refine code based on compiler errors and test failures. This tool reduces manual boilerplate for developers. It demonstrates a practical shift toward autonomous software maintenance using open-source LLMs.