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Insights · Cost and Operations

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  1. Token consumption is becoming a core operating cost, and inefficient agent design can rapidly exhaust budgets. Orchestrator agents that delegate to specialized agents can reduce token spend.

    Impact: Companies can improve AI unit economics by routing work through condensed, task-specific outputs. This makes agent automation more financially sustainable.

    — from AI Agent Strategy For Secure Software Operations · The InfoQ Podcast· Aug 17, 2026