AI Fluency & Building · Prompt Engineering
Start here. Short, guided tasks that build the basics and give you your first piece of proof.
Task 1 of 3
See how role, context and format change an AI's answer.
What to do
Write the same request (an Instagram caption for a product launch) as a vague prompt and as a structured prompt with role, audience, brand voice, format and constraints. Compare the outputs side by side and explain the difference.
You’ll make
Done looks like
A side-by-side of both prompts and outputs, with a short note on what changed and why.
Task 2 of 3
10 reusable prompts for everyday business work.
What to do
Build a library of 10 reusable prompts for a small business (social captions, product descriptions, customer replies, blog outlines, ad headlines), each with a name, purpose and example output.
You’ll make
Done looks like
10 named prompts, each with its purpose and an example output.
Task 3 of 3
Make AI write like one specific brand.
What to do
Pick a brand you like. Study its website and social posts, then write a prompt that captures its voice (tone, words it uses, words it avoids). Test it on 5 different requests and compare the results with the real brand.
You’ll make
Done looks like
The brand voice prompt plus 5 outputs compared with real examples.
Learn before you build
Free course
A free open-source prompting course from basics to advanced.
Free course
A free 1.5-hour course by DeepLearning.AI and OpenAI.
Free tool
Open-source tool to test prompts and AI apps against test cases.
Code repo
Hands-on notebooks that take you from basics to advanced techniques.
Article guide
Official techniques: clarity, examples, XML tags, chaining and more.
Article guide
The most complete open guide to prompting techniques and research.