Why I started this
The people who would gain most from AI are the ones most put off by how it gets explained. That's the whole reason this exists.
I build software for a living, and I use AI every day. So the thing I keep noticing is not about the technology at all.
It is that almost everyone I know outside of tech has already tried it — opened ChatGPT once, typed something in, got back a wall of text that sounded like a press release, and quietly decided it was not for them.
They were not wrong about what they saw. They were wrong about why.
What actually happened
Nobody showed them. That is it. That is the entire gap.
There is no shortage of writing about AI, but nearly all of it is aimed at people who already work in tech. It assumes you know what an API is, that you enjoy trying new tools on a Sunday, and that you have time to experiment.
Most people have none of those things. They have a job, a family, and about ten minutes.
Meanwhile the people who did learn it are pulling ahead — not because they are smarter, but because someone happened to show them a trick early. That is a very ordinary kind of unfairness, and it is easy to fix.
Who I am writing for
Three groups, because their problems are genuinely different:
- Students and job seekers. You are applying to a hundred places and writing each application by hand.
- Small business owners. You spend two hours a day answering the same WhatsApp questions and doing paperwork instead of the work you started the business to do.
- Freelancers. You are one person trying to deliver like three.
What I will send you
One short lesson, a few times a week. Each one is a single thing you can use the same day.
Every lesson shows the actual words to type. Not "be more specific" — the literal prompt, before and after, so you can copy it and see the difference yourself. That is the part most guides skip, and it is the only part that matters.
What I will not do
I will not tell you about a new tool every week. Learning a new app every seven days is not progress, it is a treadmill — and it teaches you to wait for the next thing instead of using what you already have. Almost everything here works with the free version of tools you can open right now.
I will not pretend AI is magic. It is confidently wrong on a regular basis, it should never see your bank details or your medical reports, and there are things you should keep doing yourself. I will tell you when.
And I am not selling you a course.
Why I am doing it
I got to learn this because of the job I happen to have. That is luck, not merit. The least I can do is pass it on to the people who did not get that particular piece of luck.
If that sounds useful, stay. If not, leaving costs you nothing — and I would rather you leave than mute me.
First lesson lands this week. It is about the single most common mistake people make with AI, and it takes one extra sentence to fix.