Agent token bills 5x too high? Fix architecture, not model price

Most teams blame model providers for high inference costs, but the real culprit is agent architecture. A single agent run can fire 30-60 tool calls, stuffing full conversation history into each prompt, multiplying token usage. Routing 80% of routine tasks to efficient models and using a unified gateway can cut the blended bill by 70%+.