SWE-agent

SWE-agent enables language models like GPT-4o or Claude Sonnet 3.7 to autonomously use tools to solve GitHub issues, fix bugs, and implement new features. Built by researchers from Princeton and Stanford Universities, it achieves state-of-the-art performance on SWE-bench among open-source projects.

Key Features:

• 🏆 SOTA Performance: Leading results on SWE-bench benchmarks
• 🔧 Fully Configurable: Single YAML file controls all agent behavior
• 🎯 Research-Ready: Simple, hackable design for experimentation
• 🚀 Free-flowing Agency: Maximizes language model autonomy

The platform provides comprehensive documentation including installation guides, tutorials, and API references. Whether you're looking to automate code fixes, resolve complex GitHub issues, or conduct AI research, SWE-agent offers a robust foundation with proven academic backing and real-world performance.