SWE-agent enables your language model of choice (e.g. GPT-4o or Claude Sonnet 4.0) to autonomously use tools to fix issues in real GitHub repositories, find cybersecurity vulnerabilities, or perform any custom task.
  • ✅ State of the art on SWE-bench among open-source projects
  • ✅ Free-flowing & generalizable: Leaves maximal agency to the LM
  • ✅ Configurable & fully documented: Governed by a single yaml file
  • ✅ Made for research: Simple & hackable by design