Hong Yang

When Does Restricting a Coding Agent to execute_code Help? A Regime ⨉ Agent-Design Ablation

Two implications: the cheapest tool surface is jointly determined by task regime and agent design rather than by either axis alone, and the headline cost signal lives in cache-adjusted cost -- not pass rate, which is invariant across surfaces at the model sizes the authors evaluate.