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Real-Time Detection and Repair of LLM Agent Failures
LLM Agent故障监控的新思路：确定性验证校准，摆脱冷启动高误报。
arXiv:2608.02464v1 Announce Type: new Abstract: LLM agents fail mid-episode -- they loop, cascade tool errors, drift off goal, fabricate results, or s…