Overview
SWE-agent is a tool that turns language models into software engineers that can fix bugs and issues in real GitHub repositories. It uses a specialized “Agent-Computer Interface” (ACI) designed to help the agent browse files, run code, and submit PRs.
Features
- ACI Design: A specialized terminal interface that reduces agent hallucinations.
- GitHub Integration: Directly interacts with issues and pulls requests.
- Benchmark Driven: Optimized based on performance on the SWE-bench dataset.
Use Cases
- Automated bug fixing for large open-source projects.
- Building autonomous maintenance workers for private codebases.
- Studying how agents interact with professional development environments.