William Paul HeraldComputer scientist · Independent builder
Menu

Watch. Read. Try.

Make AI useful.
Keep your own standards.

Free lessons and resources for people who want practical help and a clear role in the result.

Free practical workflow checklists

One useful task. One clear decision.

Start with a short checklist. Use seven optional worksheets to plan a task, check the evidence, confirm permission and inspect the result. Includes a dated Colibri example and printable PDFs.

AI helps. You decide. — Video 3 thumbnail
Watch · Read · Try

AI can help you do more.
You still make the call.

A four-minute lesson in asking, examining, choosing and checking. Start with one useful task.

Open the lesson →

Written lesson

Start with One Useful AI Task

A practical introduction with prompts and ways to examine what comes back.

Read the article →

More to explore

The work behind the lessons.

Video · YouTube

From Apple II to AI Agents

Engineering lessons about constraints, durable data, testing, approval and open collaboration.

Watch the earlier lesson ↗
Article · Read locally

The Part of Building with AI I Want to Show You

Why I want to share useful lessons and keep people involved in the work.

Read the complete article →

The local lesson, guide, worksheet and PDFs work offline. The two earlier videos need an internet connection.

Finding this useful? Optional ways to support the free work →