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

arXiv:2610.32285v1 Announce Type: new Abstract: 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, most existing benchmarks focus