HGM-Dual: Lineage-Aware Guided Agent Harness Optimization for Long-Horizon Planning.

arXiv:2610.30042v1 Announce Type: new Abstract: Harness optimization, which improves an agent's prompts, tools, and workflows, is an increasingly effective way to enhance agents built on frozen or closed-source LLMs. Leading approaches such as the Darwin--Gode