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Paper · arXiv

Chronos Enables Code Agents to Reason over Software Evolution

Historical pull requests record the design decisions, compatibility constraints, and implementation patterns behind a codebase's current state. Experience relevant to a new task can span related changes whose descriptions emphasize different concerns. We introduce Chronos, a test-time framework that makes this connected history available to large language model (LLM)-based code agents. Chronos distills merged pull requests into structured experience cards and connects them through a typed graph of code-level, developer-intent, and organizational relations. Semantic search identifies entry cards, and weighted multi-hop expansion retrieves connected changes for selective reading. The same m...

AuthorsXin Yin, Yiang Zhang, Zhiyuan Peng et al.
Primary categorycs.SE
Published8 October 2026
Last updated at source8 October 2026
cs.SEcs.CL
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