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 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 →Free guide · Read locally
AI on Your Terms
Practical Help, Human Judgment. A short guide to asking, checking, privacy and keeping control.
Read the complete guide →Printable · One page
One Useful AI Task
Plan a small attempt, examine the answer, make your choice and check what happened.
Open the worksheet →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.
Inside the Personal Life Operating System
A guided tour of workflows, controls, human review and evidence behind the independent project.
Watch the system tour ↗From Apple II to AI Agents
Engineering lessons about constraints, durable data, testing, approval and open collaboration.
Watch the earlier lesson ↗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 →
Local AI: the evidence and the question
The AI Capacity We Already Own
Why I keep contributing to Colibri, what my existing tests establish, and the energy possibility I want to investigate.