Agent Driven Development  ·  Episode 76

Token Economics Is the Wrong Spreadsheet

May 5, 2026 · 13 min

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Three times a week now an engineering leader I respect tells me their CFO wants them to justify the ROI on AI tokens. The question itself is the part I am puzzled by. A token is a raw material, the way steel is a raw material at a foundry. Nobody audits the flour invoice at the bakery. The question is not a token question. It is a measurement question, and it is being asked on the wrong floor of the building.

It is the same conversation now. I have it three times a week.

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