SWE-agent
Open Source(MIT)
AI-Native
Autonomously fix GitHub issues and perform coding tasks with your preferred language model.
Global
Autonomous
Autonomous
Last updated: Jul 15, 2026
Open Source
swe-agent.com
Quick Answer
SWE-agent is an open-source AI agent developed by Princeton and Stanford researchers, enabling large language models to autonomously fix GitHub issues, find cybersecurity vulnerabilities, and solve coding challenges. It's highly configurable and designed for advanced users and researchers, though it's now in maintenance mode with mini-swe-agent recommended as its successor.
About SWE-agent
SWE-agent is an open-source AI agent that empowers language models like GPT-4o or Claude Sonnet 4 to autonomously resolve issues in real GitHub repositories, identify cybersecurity vulnerabilities, and tackle custom coding challenges. Designed for research, it offers state-of-the-art performance on SWE-bench, is highly configurable, and provides maximal agency to the underlying language model.
AI-extracted from public sources. May contain errors. Methodology · Are you SWE-agent? Claim listing
What Makes SWE-agent Unique
SWE-agent stands out for its ability to autonomously fix real-world GitHub issues and its highly configurable architecture, allowing researchers and developers to easily adapt it for various coding and cybersecurity tasks using their choice of language model.
Decision Intelligence
Best For
Software developers automating bug fixes
Researchers in AI and software engineering
Cybersecurity professionals for vulnerability detection
Teams solving competitive coding challenges
Developers needing autonomous code generation and debugging
Consider Alternatives If
Non-technical users seeking a no-code solution
Simple text generation or content creation tasks
Real-time customer support or conversational AI
Users who prefer a fully managed, cloud-based service without local setup
Projects requiring minimal human oversight in critical coding workflows
