By Greg Nowak, 8 August, 2026 AI Agents Need a Spending Brake, Not Just a Billing Dashboard AI agent costs can climb inside a single workflow. Runtime budgets, loop detection, outcome metrics, and safe handoffs keep that spending under control. Tags AI agents cost governance API integration observability automation controls