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AI & Automation

Learn how to prompt like an AI engineer

Move past one-shot prompts. Build the engineering reps.

intermediate5 phases20 steps30-day path
aipromptingengineering

About this map

The gap between prompt user and AI engineer is small but technical. Structured outputs. Eval loops. Token math. Six weeks of reps, not theory. You learn it by shipping prompts that someone else will depend on.

Phases (5)

  1. 1

    Stop one-shotting

    4 steps
  2. 2

    Add structure to the output

    4 steps
  3. 3

    Build a tiny eval set

    4 steps
  4. 4

    Get the cost and latency down

    4 steps
  5. 5

    Ship something someone depends on

    4 steps

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