Beyond Prompts: Measuring and Optimizing LLM Tool-Agent Harnesses

Cen Mia Zhao, Haibo Ruan, Wenjie Chen +3

LLM tool agents can be improved without retraining by modifying the runtime harness around a fixed model: prompts, tool interfaces, middleware, state handling, and recovery logic.…