Trial by Trace: Benchmarking AI Agent Harnesses for Reliability and Failure Attribution

Zhiyong Cao, Hengjie Zhu, Yongxin Wang +20

LLM agents are increasingly used to solve real-world problems, and their effectiveness depends on both the underlying models and the harnesses that support their operation. However…