SWE-1

SWE-1 is a high-autonomy software engineering agent designed to resolve GitHub issues and execute complex coding tasks with minimal human oversight.

Built by the team at SWE-1 AI, this agent leverages advanced reasoning to navigate entire codebases, reproduce bugs, and submit verified pull requests. It consistently outperforms traditional LLM wrappers on the SWE-bench benchmark (achieving a 42.8% resolve rate on the Lite set) by utilizing a specialized toolset for file editing and test execution. Engineering teams use SWE-1 to automate routine maintenance and tackle technical debt, allowing developers to focus on high-level architecture while the agent handles the implementation details.

https://www.swe1.ai