SWE-agent: AI Powered Tool to Automatically Fix GitHub Issues

May 19, 2025
GitHub
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Summary

SWE-agent is an AI-powered tool that autonomously fixes GitHub issues, finds cybersecurity vulnerabilities, or performs custom tasks using language models like GPT-4o or Claude Sonnet 4, achieving state-of-the-art results on benchmarks like SWE-bench.

Key Points

  • SWE-agent is an AI system that can automatically fix issues in GitHub repositories using language models like GPT-4 or Claude.
  • It achieves state-of-the-art performance on software engineering benchmarks like SWE-bench and can also be used for offensive cybersecurity tasks.
  • SWE-agent is an open-source project developed by researchers from Princeton University and Stanford University, and is available with documentation for installation and usage.

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