Know the Shape, Find the Fault: Topology-Conditioned Diagnosis of Multi-Agent LLM Failures.

arXiv:2610.10126v1 Announce Type: cross Abstract: Multi-agent LLM systems coordinate task execution through exchanges of information among agents. When coordination breaks down, similar symptoms in execution traces can reflect different problems in how informa