Which model, and when
The difference between the fast one, the balanced one and the deep one, and why using the wrong one is most of why your answers disappoint you.
Remote Weekends English and French $1,200 once
Learn to run AI
like you own a team.
You do not need another tool. You need to know how to drive the ones that already exist. I sit with you and teach you that on your own work, until you can do it without me.
Payment books the first weekend slot. I answer within one business day.
01 how the models differ, and when to use which
02 prompting that returns usable work
03 projects, memory, and your own context
04 connectors: your mail, files and calendar
05 skills and routines you reuse by name
# on your own work, not a demo account
$1,200
Once, no subscription
Live
You drive, I correct
Weekends
Remote, screen share
Yours
Guide, prompts, routines
01What this
is
is
Read this part before you pay me anything.
Almost every disappointment in this field comes from someone buying one thing and expecting another. So here is the line, drawn plainly.
What you get
- Knowledge. You learn to use AI models to the best of your ability, on your own real work.
- Live hands-on sessions where you are the one typing and I correct you in real time.
- A written guide after every session, made for your business, in plain language.
- A short list of tools that earn their annual cost, and nothing else.
- The prompts and routines we build, in your hands, reusable forever.
- Skill that survives the next model release, because you understand what you are driving.
What you do not get
- A chatbot bolted onto your website.
- Software I install and you never understand.
- A pile of subscriptions you will not open twice.
- Recorded videos you watch alone and abandon in week two.
- A promise that AI replaces your judgement. It does not.
- Anything you cannot run yourself once I am gone.
The longer version, including what I do not guarantee, is on the disclaimer page.
02What you
learn
learn
The curriculum, in the order it actually works.
Shaped around your week, not a syllabus I read off a slide. This is the ground it covers.
Prompting that returns work
How to structure an instruction so what comes back is usable, not six agreeable paragraphs you have to rewrite before anyone can read them.
Projects, memory and context
Where your documents live so the model reads them properly, why dropping a PDF into a chat is the wrong move, and how it remembers your business between sessions.
Connectors
Wiring it to your mail, your files and your calendar so it works with the things you already have open, rather than in a box beside them.
Skills and routines
The jobs you repeat every week, written down once, named, and run the same way every time. This is where the hours come back.
Working on real documents
Folders, long documents, spreadsheets and slides. Getting output you can send rather than output you have to fix.
How it gets built
Your session is planned before you arrive.
Before your first session I read what you sent me: how you write, what your week looks like, the jobs that eat your afternoons. The order we cover things changes per person, because the point is your work getting easier, not a syllabus getting finished.
Between sessions you use it, you hit walls, you message me. Those walls become the next session.
03How it
runs
runs
Weekends, remote, and I am reachable in between.
You send me your real work first
A few emails you have written, the documents you use, a plain description of what takes the longest. I read it before we meet, so session one starts on your business rather than on setup.
Before we meet I have already read your weekWe meet on a weekend, over a screen share
I work during the week, so weekends are when you get my full attention rather than a tired hour at the end of a work day. You share your screen and you do the typing, because watching me type teaches you nothing.
Every session you drive, I correctYou get the written guide, then you go and use it
After each session I write up what we covered, for your business, in your language. Then you use it during the week. When something breaks or confuses you, you message me and I answer.
Between sessions you can reach me any timeIf you cannot run it without me, I have not taught you anything. I have made myself necessary.
04What you
keep
keep
You leave with documents, not a memory of a nice afternoon.
A written guide per session
Not notes. A proper document made for your business, covering what we did and the exact wording to use, so you can go back to it in three months and still follow it.
Your prompt set
The instructions that worked on your actual jobs, saved and named, so you stop starting from a blank box every time.
Your routines
The repeated work, set up once and callable by name. These are yours, on your accounts, and they keep running after I am gone.
The short tool list
The few tools worth an annual subscription, what each one is for, and what I deliberately left out so you do not waste money on it.
05On tools
I will not load you with tools you will never open.
The industry sells shelves of software. Almost none of it survives contact with a real week.
What I put in front of you is the small set I pay for myself, every year, because each one gives back more than it costs. I tell you what each one does, what it replaces, and roughly what it runs you. If a tool does not earn that, it does not get taught.
The aim is simple. By the end you get the output of a small team out of your own week, without hiring one.
keep the model you will live in daily
keep voice, so you can talk instead of type
keep a place your documents actually live
keep the connectors that reach your real accounts
drop everything that demos well and dies in week two
# named properly in your session, with prices
06Proof
People who have already sat through this.
Names are kept out on purpose. These are real messages and real session recordings, quoted with permission.
Your time is precious and I appreciate every second you gave. It was so interesting.
after the intro session
Very, very beneficial session. I have a lot of student graduate friends who could benefit from this.
after session one
He is a dedicated student, and he will guide you on onboarding the AI and any technical support you need.
at his institution
Check me yourself
I run my own week on this before I teach it.
There is a server in my name doing it right now, and a video goes out every day showing the real screen. None of it is a demo made for this page.
07Who is
teaching
teaching
Hi, I am Abdul.
Twenty one, in Montreal, no computer science degree. I learned this by breaking free tools at one in the morning until they did real work, and Anthropic certified me in two of its programs along the way.
I use this on my own life before anyone pays me for it. My notes, the client work, every invoice and all of my writing sit inside a system I built and keep rebuilding. A server in my name answers messages, publishes, and runs jobs while I sleep. I studied the models properly because I needed them to work, not because I planned to teach.
I also work in French and English, which matters here. Half your week runs in one language and half in the other, and getting the same quality of answer in both is a skill of its own.
08Price
One payment. Then we book your first weekend.
$1,200
CAD · once
no subscription
- Live hands-on sessions, remote, on your own machine
- Your real work read and planned before we start
- A written guide after every session, made for your business
- Your prompt set and your named routines, kept
- The short list of tools worth paying for, with prices
- Me reachable between sessions while you put it to use
Payment confirms your slot. Read the terms and the disclaimer first. Both are short and written in plain language.
09Questions
The ones people actually ask.
Why is it $1,200?
It is live time with me, on your own work, plus a written guide produced after every session and the prompts and routines you keep.
You are paying to skip the year it takes to work this out alone, and to avoid spending that year paying for tools that do nothing for you. A cheaper version of this is a video you stop watching.
Do I need to be technical?
No. If you can use email you can do this. You are the one typing in every session, with me watching and correcting, which is the whole reason it sticks.
Is this tied to one AI company?
No. You learn how these models behave, so the skill carries across Claude, ChatGPT and whatever replaces them next year. We use whichever one fits the job in front of you.
When do sessions run?
Weekends, remote, over a screen share. I work during the week, so weekends are when you get my full attention instead of a tired hour at the end of a work day. Between sessions you can message me any time and I answer.
Will you sign me up to a pile of tools?
No. I name the small number of tools that earn their annual cost, tell you what each replaces, and tell you what I left out on purpose. Any subscription you take is bought by you, on your own account, and you can cancel it without asking me.
What do I keep afterwards?
A written guide for each session made for your business, your prompt set, the routines we built, and the tool list. All of it on your accounts and your machine.
Are you certified for this?
Yes. Anthropic certified me in two of its programs, Claude Code in Action and AI Fluency: Framework and Foundations, and both are verifiable on Anthropic's own page. The bulk of what I teach still comes from running this on my own machine every day.
Do you work in French?
Yes. Sessions run in French or English, and you learn to get the same quality of answer in both. Cette page existe en français.
What if it turns out this is not for me?
Tell me on the first session and we stop. The refund position is written out plainly in the terms rather than buried, so you can read it before you pay.
10Start
here
here
Stop reading about it and go and use it.
One payment, then we put your first weekend in the calendar and I ask you for the work you want to get faster at.
If you are not ready, the free material is the same thinking, written down. Take it and use it tonight.