Forging More Tasks into Better Harnesses: Agentic Harness Evolution via Successive Scale Racing

Jingzhe Liu, Jiliang Tang, Tong Zhao +2

Agentic harness evolution optimizes an agent's instructions, tools, and control flow by using its task execution experiences as evolving evidence. While more evolution tasks should…