AI Agent Costs Are Becoming an Engineering Crisis

Rising costs of AI agent inference and orchestration are creating a crisis for engineering teams. The expense of running multiple model calls per task, combined with complex agent loops, can quickly exceed traditional API budgets. Teams must now optimize token usage and rethink agent architectures to stay viable.