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arxiv_cs_cl · Sep 17, 2026 · paper

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Chronicle: Cut-Point Replay for Regression Testing of LLM Agents

arxiv.orgSep 17, 2026
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Large language model responses are non-deterministic, so failures in LLM agents are hard to reproduce: a failure depends on inference that is not bitwise reproducible, on tools that read changing state, and on a multi...

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Chronicle: Cut-Point Replay for Regression Testing of LLM Agents

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