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6 lessons Course

Prompt engineering: zero to fluent

Six lessons. You start with what a single prompt is made of and end with few-shot examples and a self-critique pass. No experience needed.

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  1. Guide

    What a prompt actually is

    Start here even if you have used a chat model for years - the three-part structure explains why some prompts work and others quietly do not.

  2. Guide

    Giving a model a role and constraints

    Naming a role, a format and an exclusion turns an unpredictable answer into a repeatable one.

  3. Guide

    How to write a prompt that actually works

    A four-point checklist to run any prompt through before sending it.

  4. Guide

    Few-shot examples: showing instead of telling

    Two or three worked examples often beat a page of written rules.

  5. Guide

    Force a strict output contract

    For prompts whose output a script will read, not a person.

  6. Guide

    Add a self-critique pass before the final answer

    A second pass that checks the first one against specific, known failure modes.