Overview
SWE Agent — SWE-agent takes a GitHub issue and tries to automatically fix it, using your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2024]
SWE-agent takes a GitHub issue and tries to automatically fix it, using your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2024] The repository is written primarily in Python and has 19,259 GitHub stars.
Collected from GitHub on 2026-05-21. Repository signal: 19,259 stars, Python, pushed on 2026-05-18. Review the official website and docs before publishing.
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19,259 GitHub stars
Python codebase
Topics: agent, agent-based-model, ai, cybersecurity, developer-tools
Features & capabilities
Everything it does, in plain English.
The honest take
Where it shines, where it stumbles.
✓ Pros
- ✓Strong public repository signal
- ✓Open-source code can be reviewed directly
! Watch-outs
- !Pricing, product maturity, and hosted offering need manual verification
Who it's for
Where SWE Agent pays for itself fast.
Generate code and tests
Review or refactor implementation work
Community reviews
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