Code From Scratch — A 12-Week Masterclass in Learning to Program With an AI Tutor - Actually Understand the Code, Not Just Copy It.
A masterclass you actually finish. Most people who try to learn programming end up pasting code
they can't read — this 12-week plan does the opposite. You pair-program with an AI tutor that
codes alongside you but refuses to let you keep a single line you can't explain. It asks before
it tells, makes you predict what code will do before you run it, and slows you down the moment
you're just copying. No computer science background needed. By the end you've built a small real
tool that helps you — and you can walk through every line of it.
Format: a digital guide with twelve ready-to-run weekly sessions. You lead one ~60-minute
session each week, and every session is fully scripted — every step timed and every AI prompt
written for you. No programming background or AI experience needed.
What you get
- A "Never used an AI chat assistant? Start here" onboarding that takes a complete beginner
from zero to ready in about five minutes — works with any free AI assistant, no paid plan needed.
- Four rescue prompts in the front matter for when a session goes sideways, plus the one rule
that makes learning stick: never ship a line you can't explain.
- 12 weekly sessions, each a deep, ready-to-run ~60-minute plan: a plain-language concept, a
concrete worked example, a minute-by-minute session plan, copy/paste AI-tutor prompts at every
step, a "show me" checkpoint, common mistakes to watch for, and hands-on practice.
- An AI-tutor prompt playbook — a Socratic pair-programming starter, a "level me up" prompt,
and the anti-vibe-coding guardrail that won't let you keep code you don't understand.
- A small real tool you plan and build across the final weeks — something that helps you.
The 12 weeks
- What Programming Really Is & Set Up Your Tools
- Variables & Data — the Nouns
- Logic & Conditionals — Making Decisions
- Loops — Doing Things Repeatedly
- Functions — Naming and Reusing Steps
- Lists & Dictionaries — Organizing Data
- Reading Errors & Debugging — the Real Skill
- Working With Files & Real Data
- Using Libraries & Reading Documentation
- Pair-Programming With AI — Understanding Every Line
- Project Week: Build a Small Real Tool That Helps You
- Demo Day & Your Path to Keep Going
Who it's for
Adult beginners who want to really learn to program — career-curious, or just wanting to automate
their own work — with no computer science background assumed. If you can open a browser and you're
willing to write a little code yourself, you're ready.
Why this instead of a free chatbot
A raw chatbot will happily write your whole program and leave you unable to read it — that's how
people end up "vibe-coding" apps they can't fix or explain. This pack ships the structure and
discipline it lacks: a real 12-week progression from your first line to a working tool, and a
tutor set up to be Socratic and mastery-gated — it makes you predict, read back, and explain every
line before it moves on, and it stops you when you're copying. Understanding that compounds, not
code that evaporates.
FAQ
- Do I need any experience? None. Week 1 is what a program even is and running your first line;
every idea is broken into small pieces you write yourself.
- Which AI does it use? Any modern AI chat assistant — ChatGPT, Claude, Copilot, Gemini, or
similar. Free versions are enough; no paid plan needed. If you've never used one before, the
guide's first section walks you through setup in about five minutes.
- Which language? Python — the friendliest first language and the one most used for automating
real work. The thinking transfers to any language after.
- Is this really a masterclass, or a paid pack? It's an honest paid pack ($29) framed the way a
masterclass is: self-paced, structured, and taught by a coach. The difference from a free video
course is that it makes you actually do the work and can tell when you're not.
- Will it just write my code for me? Deliberately not. The whole point is that you understand
every line — the tutor pair-programs but won't let you ship what you can't explain.
- Refunds? Standard marketplace refund policy applies.
Get the whole track
Learning more than programming? Get the whole adult toolbox —
every adult-skills pack in one bundle.