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Getting Started

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SWE-agent enables your language model of choice (e.g. GPT-4o or Claude Sonnet 4) 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

SWE-agent is built and maintained by researchers from Princeton University and Stanford University.

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