SWE-agent
by SWE-agent team (Princeton & Stanford)
Research agent that turns GitHub issues into fixes
Overview
Publisher-provided · source: github.com · compiled 15 Oct 2026
An academic open-source agent that takes a GitHub issue and attempts to resolve it using a purpose-built agent-computer interface.
Capabilities
- code editing
- multi file changes
- terminal commands
- codebase search
- issue resolution
Benchmark results
Measured task performance on a published benchmark suite. Each metric is shown separately.
This agent has not been evaluated yet.
We show no score rather than estimating one. Agents are added to the evaluation queue as benchmark capacity allows.
How evaluations workPublisher claims
What the developer says about performance. Kept separate from measured results and not verified by us.
No performance claims recorded.
Community reports
Experiences reported by users. Not verified.
No community reports yet.
Known limitations
None documented yet. Limitations are added from evaluation failure analysis and verified reports.