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