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SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

John Yang, Carlos E. Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik Narasimhan, Ofir Press

Paper 2024 Published 2024-05-06 NeurIPS 2024 arXiv:2405.15793 Indexed 2026-09-06 software-engineeringbenchmarktool-use

Abstract

Shows that designing the interface through which agents interact with codebases (Agent-Computer Interface) dramatically improves autonomous bug fixing on real GitHub issues.

Cite this entry

GB/T 7714-2015

John Yang, Carlos E. Jimenez, Alexander Wettig, et al. SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering[EB/OL]. NeurIPS 2024, 2024(2024-05-06)[2026-11-01]. https://arxiv.org/abs/2405.15793.

BibTeX

@misc{yang2024,
  author = {John Yang and Carlos E. Jimenez and Alexander Wettig and Kilian Lieret and Shunyu Yao and Karthik Narasimhan and Ofir Press},
  title = {SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering},
  year = {2024},
  organization = {NeurIPS 2024},
  howpublished = {\url{https://arxiv.org/abs/2405.15793}},
}

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