AI · Vibe Coding · 9 Modules
Build With AI:
The Complete Vibe
Coder's Playbook.
Everything nobody tells you before you ship your first AI-built product. Written by a solo Cape Town founder who builds real production systems with AI daily — not theory, not tutorials, not repackaged YouTube content. The stuff that matters when it is your name on the domain and your users' data in the database.
9 modules
Written — no video
Lifetime access
PDF download
Cape Town perspective
Includes checklist
One-time payment
R497
Lifetime access · No subscription
Complete 9-module written course
Pre-launch deployment checklist
Cloudflare security configuration guide
AI communication prompt templates
POPIA + GDPR checklist for SA builders
🔒 Enrol now — R497 · Pay securely with PayPal
Debit card, credit card, and PayPal accepted · Secure PayPal checkout · After payment you will be redirected to your download page
Who this course is for
If any of these sound like you, this is your course.
🛠️
You are already vibe coding
You have built something with AI and want to ship it properly without breaking things you do not know are there.
💡
You have an idea and a tool
You have Claude, ChatGPT, or Cursor open and an idea ready. You want to know what to do before you write the first prompt.
😬
You shipped something and it worries you
Your site is live but you are not sure what is exposed, what is missing, or what could go wrong. This course tells you.
🏢
You run a small business
You are using AI to build tools for your business and want to make sure they are safe, legal, and actually working correctly.
What you will learn — all 9 modules
Written. Practical. No padding. Every module covers something that has broken a real project.
01
What vibe coding actually is — and what it is not
The honest definition. Where it works brilliantly and where it will burn you. The difference between shipping a landing page and shipping a payment system. Setting your expectations correctly before you spend a week building the wrong thing.
02
Communicating with AI correctly — the slop problem
AI slop is a communication problem, not an AI problem. The exact same relationship rules that apply between humans apply here — vague brief, vague output. This module gives you the prompting discipline that separates builders who ship from builders who restart constantly.
03
Before you build — research, requirements, and knowing your laws
The thinking that happens before the first prompt is where good products start. What does it do. Who uses it. What data does it hold. What countries does it operate in. What laws apply. If you cannot answer these, you are not ready to build yet.
04
Security from the first prompt — not the last
Input validation, parameterised queries, rate limiting, CSRF protection. What to add to every project prompt. The specific security instruction template that catches the majority of vulnerabilities before they exist. Cloudflare setup — the eight settings that matter on the free tier.
05
Race conditions — the bug you do not know you have
Two users clicking simultaneously. A payment button clicked twice. Inventory sold to two buyers. Race conditions are the most common invisible bug in vibe-coded projects. What they are, how to find them, and what to ask the AI to add to prevent them.
06
Payments, money, and when to get help
PCI-DSS in plain language. Why you never store card numbers. How to use Stripe, PayFast, or PayPal correctly. Idempotency keys. Webhook verification. The specific questions to ask the AI when building any payment flow. And when to bring in a professional rather than prompt your way through it.
07
Privacy law, cookie consent, and POPIA for South African builders
POPIA. GDPR. CCPA. What each requires. The cookie consent implementation that loads analytics only after the user accepts. The privacy policy template checklist. What "I collect email addresses" actually means legally in South Africa. Written in plain language, not legalese.
08
Royalty-free assets, testing, and the responsibility rule
Using a Google Images result on a commercial site is copyright infringement. The safe sources — Pexels, Pixabay, Unsplash, and AI-generated images. The pre-launch test checklist. And the rule that every vibe coder needs tattooed somewhere visible: "Claude built it" is not a legal defence.
09
The 2030 outlook — where this is all going
GPT-6 Astra. Fable 5.1. The leap from 2022 to 2026 in four years. What the next four years look like. Dario Amodei's honest prediction. Why the communication skill you are building now compounds into the most valuable professional skill of the next decade. And why the people doubting AI capability are making the same mistake they made in 2022.
Written by someone who actually ships
🛠
Jarrit Hosking
Forge Vertical · Cape Town · Solo founder · Active HackerOne researcher
I build with AI every day. TripSpace Global — a commission-free travel marketplace — was built on Claude Sonnet at medium tokens. Not Opus. Not unlimited access. Sonnet, at the same tier most people have. Forge Vertical itself, the articles hub, the onboarding system, the Cloud Functions — all directed through AI, all in production, all ranking on Google. I am writing this course on Sonnet right now. This is not a theory course from someone who read the documentation. It is the course I wish had existed when I started.
Frequently asked
Do I need coding experience?
No. This course is written for people who use AI to build — not people who write code manually. If you can use Claude, ChatGPT, or any AI tool, you have the prerequisite.
Why written instead of video?
Written courses are better for reference. You do not rewatch a video to find the section on cookie consent — you search the PDF. Written content is also faster to produce correctly, which means the information is more current and more precise.
Is this specific to South Africa?
The perspective is South African — POPIA is covered, Rand pricing is used, the examples are local. But everything applies globally. GDPR, CCPA, and POPIA share the same principles. Cloudflare works everywhere. Race conditions do not care what country you are in.
How do I get the course after paying?
PayPal redirects you to a download page immediately after payment. You get a view-only Google Drive link to the PDF. If anything goes wrong with the redirect, email
[email protected] with your PayPal receipt and you will get the link within 24 hours.
Can I pay with a debit card?
Yes. The PayPal checkout accepts debit cards, credit cards, and PayPal balance. You do not need a PayPal account.
Is there a refund policy?
Digital products are final sale once downloaded. If you have a genuine issue — wrong file, corrupted download, redirect failed — contact
[email protected] and it will be sorted out.