Retrieval FinOps, agent search governance, and design-partner notes.
125 agent-style queries on live Tavily (625→173, −72%), Exa (625→375, −40%), and Brave (625→375, −40%) with the same adaptive policy. Savings are backend-dependent. Reproducible benchmark, not theory.