Knowledge-Based Zero-Replay Debugging of Multi-Agent LLM Traces

Dong Ho Kang, Hyeonjeong Cha, Daein Weon

Reliable operation of multi-agent large language model (LLM) systems depends on debugging long execution traces, where the few causally decisive events are buried in unstructured l…