Building token-efficient multi-agent systems

Sponsored engineering guide argues the model isn't the biggest cost in agent deployments — hidden token expenses come from repeated retrievals, duplicate prompts, unnecessary tool calls, oversized context windows, and multiple agents reasoning over the same data.