When Agentic Executions Fail: Detecting and Localizing Runtime Faults from Telemetry

Chenkai Zhang, Yiran Li, Yifang Tian +2

Reliability in LLM-based agentic systems is a property of the whole execution (its tool calls, model calls, guardrails, and inter-agent messages), not of the final answer alone, ye…