A new agentic framework from Hugging Face automates complex software engineering tasks by managing its own environment. It navigates repositories and executes code to resolve GitHub issues autonomously. This reduces manual boilerplate for developers. The system demonstrates that specialized agent loops outperform general LLMs at precise codebase manipulation and bug fixing.