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

Xiangxin Zhao, Han Li, Shuaiting Li +4

Large language model (LLM) coding agents are increasingly deployed to autonomously perform software engineering tasks in terminal-based environments, making their reliability a gro…