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CFO · Cumulus Logistics
Mar 17, 2026 · 8 hours
Cost & ROI

Hidden cost nobody talks about: agent orchestration overhead

Everyone calculates compute and API costs. Nobody budgets for orchestration.

We spent 340 engineering hours in Q1 just debugging agent handoffs — situations where one agent passes work to another and context gets lost or corrupted.

At our loaded engineering cost, that's roughly $85K in unplanned spend.

If you're planning a multi-agent deployment, budget 25-30% extra for orchestration debugging. It's not in any vendor's pricing page but it's very real.
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1 Comment

M
Marcus Webb
· CFO · Terravolt Energy
8 hours
340 hours is painful but not surprising. We budgeted 200 hours and burned through it in 6 weeks. Agent orchestration is the hardest part of the stack.