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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)[2026-09-16]. 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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