Agents do not scale because they spend more compute. They scale because they turn interaction into usable feedback. A sharp new preprint by Xuanliang Zhang, Dingzirui Wang, Keyan Xu, Qingfu Zhu, and Wanxiang Che introduces: Scaling Laws for Agent Harnesses via Effective