Author

Chenyang Yang

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Jul 2026

Better Harnesses, Smaller Models: Building 90% Cheaper Agents via Automated Harness Adaptation

This work creates a framework that maps agent failure modes to harness adaptation strategies, and builds a harness optimizer that automatically discovers effective adaptations from failure trajectories, suggesting that harness adaptation can expand the practical deployment range of SLM agents in routine business tasks.

Chenyang Yang, Xin-Ran Zhao, Tongshuang Wu et al. · arXiv.org · 5 citations · ⚡2