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

arXiv:2610.28815v1 Announce Type: new Abstract: 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 intuitively improve performance