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paper2024ReviewedOpen access

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

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

NeurIPS 2024

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Abstract

Demonstrates autonomous coding agents that interact with computer interfaces to solve software engineering tasks, raising questions about agent containment.

Categories

Autonomous OperationsAgent ArchitectureTool Use Security
#SWE-agent#autonomous-coding#agent-computer-interface

Framework mappings

OWASP Top 10 for Agentic Applications
  • ASI03Agent Identity & Privilege Abuse
  • ASI02Tool Misuse & Exploitation
  • ASI10Rogue Agents

Cite

@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 Narasimhan and Ofir Press},
  year = {2024},
  booktitle = {NeurIPS 2024},
  eprint = {2405.15793},
  archivePrefix = {arXiv},
  doi = {10.52202/079017-1601},
  url = {https://arxiv.org/abs/2405.15793}
}