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AI Token Coach
Get the Burn Brief

Academy

AI Token Coach Academy

Courses for people who already pay for serious AI capacity and want more useful work out of it. Taught against what the desk verifies, and dated so you can see when it was last checked.

Join the waiting listGet the Burn Brief instead

Courses are hosted on LearnWorlds. Nothing is on sale yet, and the list below is a plan rather than a catalogue.

Planned courses

  • Efficiency Foundations

    In production

    What burn actually is, where it goes, and how to spot waste in work you already do. The vocabulary everything else on the desk assumes.

    6 modules, about 3 hours

  • Context and Routing

    Planned

    Shape what the model sees, then decide which model should see it. The two levers that move burn most for practitioners.

    8 modules, about 4 hours

  • Agent Economics

    Planned

    Budgets, subagent depth, tool definitions and stop rules. Why an agent run costs four times the estimate, and how to cap it.

    6 modules, about 3 hours

Read the free guides first.

The teaching below is free and stays free. If it changes how you work, the courses go deeper on the same method. All guides.