PRACTICAL AI FOR CURIOUS PEOPLE

A little understanding.
A lot more possible.

Seven free guides for using AI in everyday work or building a small tool. Choose the route that fits your goal; the lesson numbers help you find your place.

Cartoon illustration of George helping two adult learners work on a laptop project
LEARN BY TRYING

Bring a real problem.
Build from there.

A lesson plan. A product description. A clearer weekly update. Start with an everyday task using a chat tool, then try building software if that interests you.

Start with an everyday task →
CHOOSE YOUR START

Two ways in.

Follow a suggested route, or browse all seven guides.

THE IDEA

You set the goal and the boundaries. AI helps with the detailed work. You try the result, ask questions, and decide what is ready to use.

THE FULL COLLECTION

All seven guides.

Each guide includes something to try and a result to check.

01
Builder foundation

Give your work a home

A saved project history you can explain: what stays on your computer, what is committed, and what reaches GitHub.

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02
Everyday starting point

Choose the right kind of AI

A short task brief and a comparison of two tools using the same sample input, checked against the result you need.

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03
Builder project

Build your first useful thing

A local three-task desktop app with notes and a timer, built and checked one working milestone at a time.

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04
Everyday practice

Teach the tool how you work

An editable playbook for one repeated task, with an example, factual limits, and a clear definition of done.

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05
Everyday practice

Onboard your AI

A short set of working instructions and a test of how the assistant handles tone, missing details, and permission.

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06
For both routes

Keep a human in the loop

A review checklist and a workflow showing who checks a draft, approves an action, and verifies the result.

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07
Your next experiment

Go further when you are ready

A small experiment brief with a useful output, a success measure, an access boundary, and a time or cost cap.

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START SMALL

You do not need to
learn everything.

Choose one everyday task and check what the tool produces. Want to work through a problem with your team, class, or community group? Tell me who you want to teach and what they want to learn.

Start with an everyday task →