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paperarXivTrust 82 · PrimaryPublished 4d agoLive · yesterday

Failure as a Process: An Anatomy of CLI Coding Agent Trajectories

Large language model (LLM) coding agents are increasingly deployed to autonomously perform software engineering tasks in terminal-based environments, making their reliability a growing concern. Existing empirical studies investigate why coding agents fail, yet they largely treat failure as a final outcome rather than a temporal process, providing limited insight into how failures emerge, evolve, and become unrecoverable. We present the first large-scale empirical study of CLI coding-agent failure trajectories, introducing a process-oriented framework that analyzes failure through its onset, ev

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  • Linked via arxiv authorXiangxin Zhao

    Failure as a Process: An Anatomy of CLI Coding Agent Trajectories

  • Linked via arxiv authorZihan Liu

    Failure as a Process: An Anatomy of CLI Coding Agent Trajectories

  • Linked via arxiv authorShuaiting Li

    Failure as a Process: An Anatomy of CLI Coding Agent Trajectories

  • Linked via arxiv authorTianyi Zhao

    Failure as a Process: An Anatomy of CLI Coding Agent Trajectories

  • Linked via arxiv authorEarl T. Barr

    Failure as a Process: An Anatomy of CLI Coding Agent Trajectories

  • Linked via arxiv authorFederica Sarro

    Failure as a Process: An Anatomy of CLI Coding Agent Trajectories

  • Linked via arxiv authorHe Ye

    Failure as a Process: An Anatomy of CLI Coding Agent Trajectories

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