You can't trust one token number across your tools. Here's the guide to a dashboard that keeps Codex, Claude, and ChatGPT honest.

Watch now | Token usage only becomes useful when it is tied to outcomes: what work you gave AI, how much delegated intelligence you deployed, whether the result improved, and what you should ask the computer to d