Beginner path · Zero prerequisites · Zero jargon

AI that codes. Without being a developer.

I'm not a developer. Not an IT person either. And yet, with Claude Code, I built a sales tool for my wife, an assistant that sorts my 200 emails every morning, and the website you're reading right now. If you can write a message, you can already do the essential part. This path explains the rest: in order, without jargon, defusing every fear before it can stop you.

5steps 24reads ~4h30of reading €0to read it all
— 60 seconds to understand

What is an AI that codes?

Picture a very talented colleague, available any time of day, to whom you write what you want in plain English: "build me a table to track my quotes", "sort the photos in this folder by date", "make me a page to present my business". They ask a question if something's unclear, do the work on your computer, show you the result, and you adjust by talking it through. The code? They write it. You write sentences.

Claude Code, Codex, Cursor, Copilot… the names change, the principle stays the same. This path is built on Claude Code because it's the tool I use every day — but what you'll learn here (writing a good request, breaking down a mission, staying in control) applies to all of them. To compare before choosing: which AI to choose in 2026.

And concretely, what do people like you do with it?
Before you dive in

Your real questions.
The straight answers.

Everyone asks the same ones. Let's settle them now, so you start with a clear head.

Do I need to know how to code?

No, and that's the whole point. You write sentences in plain English, the AI writes the code and does the work. Even with Claude Code, the most "technical" tool in this path, you won't type a single line of code — you describe what you want, look at the result, adjust. And I hold your hand from start to finish.

Isn't the terminal just for IT people?

The black screen looks intimidating, but it's just a text box. In Claude Code you don't type cryptic commands: you write sentences, exactly like in ChatGPT. The only difference is that instead of answering with text, it does the work. The step 03 guide walks you through every click of the install, screenshots included.

Could I break something on my computer?

No: nothing happens behind your back. Claude asks for permission before every action — creating a file, running a command. You say yes or no. And from step 03, I have you set up GitHub: every version of your work is saved, you can always go back. The worst realistic scenario is closing the window and starting over.

How much does it really cost?

Reading the path: €0. Getting started: €0 too. Steps 01 and 02 work entirely with the free versions of Claude, ChatGPT or Le Chat. Claude Code comes in at step 03: it's included in the Claude Pro subscription at $20 a month, no commitment — try it for a month, stop if it doesn't serve you. No hardware to buy, your current computer is enough.

How long before I'm comfortable?

A few hours for the basics, a weekend to be self-sufficient. Not six months. You can even get your first genuinely useful result today — the first copy-paste prompt is a little further down this page, it takes 2 minutes.

Do I need to speak English?

No. You write in your language, the AI answers in your language. A few technical messages show up in English in the terminal — if one blocks you, paste it into Claude and ask "explain this to me simply". That's actually the most useful reflex in this whole path: the AI is also your jargon translator.

Why Claude Code and not ChatGPT, Cursor or Copilot?

Because it's the tool I've used every day for 18 months — so it's the only one I can document honestly, strengths and limits included. But everything you learn here (writing a good request, breaking down a mission, staying in control) applies to all the tools. If you want to compare before choosing: which AI to choose in 2026.

Isn't it too late?

No, you're arriving at exactly the right moment. Half of everyone started this year. You're not behind — you're just showing up when the tools have finally become simple. The ones who started two years ago, like me, struggled for nothing.

Will AI replace my job?

What replaces you is someone who knows how to use it, not the machine. Learning to use it is exactly how you stay in the game. That's the goal of this path: putting you on the right side of it.

I won't get any of it, it's too technical?

That's exactly what this path avoids. Zero jargon, every word explained, a glossary if a term trips you up. It's arranged in the order you actually learn it. If a sentence still loses you, write to me: I'll rewrite it.

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01
Step 01 · The foundations

Lay
the basics.

If you've never really used AI beyond ChatGPT, start here. Three reference points to understand what we're working with, get the 8 core words down, then keep the A-Z glossary on hand whenever a term trips you up.

3landmarks ~35 mintotal LevelBeginner PrerequisitesNone
⚡ Do it now · 2 min

Your first real prompt, right now.

Before you even read anything: open ChatGPT, Claude or Le Chat (all free), paste this, and replace the part in orange with whatever you want to understand.

The prompt
You are a patient teacher who explains things without jargon.
Explain to me simply [what you want to understand — e.g. GDPR, an electricity bill, what AI is].
Give me: 1) a one-sentence definition, 2) an example from everyday life, 3) the one thing to remember.
What you'll see

An answer in 3 clear points, no fluff. And most of all: you just wrote a real prompt — a role ("patient teacher"), a precise request, an imposed format. That's the whole craft. The rest of the path is just refining that.

— Next step · 02
Put AI to work
02
Step 02 · Every day, nothing to install

Put AI
to work.

Before installing anything, we practice. Everything happens in your browser, with the free versions: you learn to write a request that gets a good result, you have a long document summarized, you fact-check what the AI tells you, you create your first visuals. By the end of this step, AI is already part of your week — and you'll know which tool suits you before moving up a level.

5reads ~47 mintotal LevelBeginner Tools100% free
— Next step · 03
Move to Claude Code
03
Step 03 · Move to Claude Code

Hand
it the keys.

Claude Code is Claude installed on your computer. It reads your files, it writes the code, it runs the commands, it fixes its own mistakes. This is where AI goes from a chat tool to a coworker who works for you — and one important reminder: you keep writing plain sentences, nothing else. Click-by-click guided install, then loops, 6 official plugins, and GitHub as your safety net.

4reads ~41 mintotal LevelBeginner ToolsMac Terminal
— Next step · 04
Build an agent
04
Step 04 · Build your agents

Put it
to work for you.

An agent is Claude with a clear mission, some tools, and the right to act on its own. This is where AI goes from "I'm thinking about it" to "it runs by itself". We start with the minimum theory, then two concrete tutorials you can replicate tonight: an agent that sorts your emails, one that goes through your contracts. Then a notch above, a pro-level local agent.

5reads ~59 mintotal LevelIntermediate Goal1 agent running
— Next step · 05
Go further
05
Step 05 · Go further

Dig
in deeper.

The basics are down, your first agents are running. From here, two directions: real cases (what I've built, with numbers and lessons learned) and frontier research (Karpathy's work in plain terms, to understand where the field is heading). Take whatever interests you.

7reads ~91 mintotal LevelCurious Readin whatever order speaks to you
Real case · 05.1 8 min

A sales tool,
built over
3 evenings.

— Netflix in the background · Not a line written
What it's about

Shirley (an insurance account manager) asked me for a hand. Three evenings, a sales tool now used in client meetings. The repeatable process, not the magic.

Real case · 05.2 9 min

My watch
for tomorrow morning,
prepped overnight.

— 100+ sources · Auto brief · Subagents
What it's about

The real pipeline behind my AI Playbook and Business Radar newsletters. What runs overnight, what gets filtered, what's left for me in the morning. No hidden costs.

Research · 05.3 15 min

Karpathy,
in plain terms.

— 14h40 of video summed up in 15 min
What it's for

Andrej Karpathy put together a series of 8 videos that goes from "what's a neuron" all the way to building a full GPT-2. I give you the 15-min version — you keep the essentials without spending 14h on it.

Research · 05.4 12 min

Karpathy's
self-improving
agents.

— An agent that edits its own code
What it's about

A repo that kicks off a 5-min training run, lets an agent edit the code, compares the result, keeps it or reverts. Indefinitely. "Research on a shoestring", within reach in 30 min at home.

Research · 05.5 12 min

The LLM Wiki,
your second
brain.

— An idea · Not a tool
What it's about

Karpathy's idea: a personal wiki read by an LLM to answer in your place. When it's worth it, when it's overkill (Projects in Claude.ai is often enough), how to go about it.

Tutorial · 05.6 15 min

Open source,
explained for non-devs.

— What it is · Why · Which tools
What you'll understand

The word is everywhere since AI took off. What it is, how companies make a living giving things away for free, why Mistral and DeepSeek are changing the game. 30 tools to try tomorrow. No jargon.

Tutorial · 05.7 20 min

Run a real AI
on your own
machine.

— No subscription · No cloud
What you'll do

Install an AI on your computer in under an hour, with Ollama and Open WebUI. Chat with your own documents (RAG). 6 use cases by profession. Step-by-step tutorial for Mac/Windows/Linux.

End of the path · Stay in touch

You've read it all.
Now what?

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