[!warning]
Most of our current development effort is on mini-swe-agent,
which has superseded SWE-agent. It matches the performance performance of SWE-agent, while being
much simpler.
See the FAQ for more details about the differences.
Our general recommendation is to use mini-SWE-agent instead of SWE-agent going forward.
SWE-agent enables your language model of choice (e.g. GPT-4o or Claude Sonnet 4) to autonomously use tools to
,
, or
.
SWE-agent: EnIGMA is a mode for solving offensive cybersecurity (capture the flag) challenges.
EnIGMA achieves state-of-the-art results on multiple cybersecurity benchmarks (see leaderboard).
Please use SWE-agent 0.7 while we update EnIGMA for 1.0.
In addition, you might be interested in our other projects:
Contributions
If you'd like to contribute to the codebase, we welcome issues and pull requests! For larger code changes, we always encourage discussion in issues first.
If you found this work helpful, please consider citing it using the following:
SWE-agent citation
@inproceedings{yang2024sweagent,
title={{SWE}-agent: Agent-Computer Interfaces Enable Automated Software Engineering},
author={John Yang and Carlos E Jimenez and Alexander Wettig and Kilian Lieret and Shunyu Yao and Karthik R Narasimhan and Ofir Press},
booktitle={The Thirty-eighth Annual Conference on Neural Information Processing Systems},
year={2024},
url={https://arxiv.org/abs/2405.15793}
}
If you used the summarizer, interactive commands or the offensive cybersecurity capabilities in SWE-agent, please also consider citing:
EnIGMA citation
@misc{abramovich2024enigmaenhancedinteractivegenerative,
title={EnIGMA: Enhanced Interactive Generative Model Agent for CTF Challenges},
author={Talor Abramovich and Meet Udeshi and Minghao Shao and Kilian Lieret and Haoran Xi and Kimberly Milner and Sofija Jancheska and John Yang and Carlos E. Jimenez and Farshad Khorrami and Prashanth Krishnamurthy and Brendan Dolan-Gavitt and Muhammad Shafique and Karthik Narasimhan and Ramesh Karri and Ofir Press},
year={2024},
eprint={2409.16165},
archivePrefix={arXiv},
primaryClass={cs.AI},
url={https://arxiv.org/abs/2409.16165},
}
🪪 License
MIT. Check LICENSE.
At a glance
Category
Coding
Pricing model
Free
Best for
ai-agents, coding-agent, autonomous-agent
What is SWE-agent? SWE-agent is a coding tool listed on Scriptiii AI Tools. Research agent that takes a GitHub issue and attempts to fix it with a language model. Pricing: Free. Free to use. Best for: ai-agents, coding-agent, autonomous-agent.
Questions & answers
Everything you need to know about SWE-agent
What is SWE-agent?
SWE-agent is a coding tool. Research agent that takes a GitHub issue and attempts to fix it with a language model.
What does SWE-agent cost?
Free. Free to use.
What is SWE-agent best for?
ai-agents, coding-agent, autonomous-agent. It is filed under Coding.
