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cs.AI2026

FALAT: Tracing Failures in LLM Agent Trajectories via Dependency-Guided Search

Md Nakhla Rafi, Md Ahasanuzzaman, Dong Jae Kim +2

LLM-based agents increasingly solve complex tasks through long trajectories involving reasoning steps, tool calls, and inter-agent communication. However, when these agents fail, i…