TraceTrial-Bench Benchmarks AI Agent Harnesses Across Seven Reliability Components

TraceLite-AI · hf · 2026-10-27

TraceLite AI, with CAS Institute of Automation, Tsinghua and others, introduces TraceTrial-Bench, which decomposes agent harness reliability into seven components—context, execution, governance, lifecycle, observability, tools and verification. Using 95 expert-level mechanism-oriented tasks with trajectory tracing and failure attribution, it compares harness designs and diagnoses failure root causes.

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