Learn Vibe Coding
Software is now built by directing AI. This afternoon gives you the method that keeps it reliable — the eight documents, the guardrails and the build sequence — shown live on a real repository, and a starter kit to use the next morning.
This is the vibe-coding half of the 2-day Data Blueprint & AI/Vibe Coding training, taught on its own.
- Level
- Builder
- Duration
- 3–4 hours
- Prerequisites
- None — bring a laptop and one AI account
- Delivery
- Half-day workshop · Live online
- Certificate
- Certificate of Completion
- Audience
- Founders, product owners, analysts, managers, curious professionals
Why you need this training
Software is now built by directing AI. A person who can describe what they want, set the rules the AI must keep and check what comes back can produce a working product in an afternoon — work that used to need a team and a budget.
The people who win are not the fastest typists. They are the ones who can specify, direct and verify: write the documents an AI needs, keep it inside a constitution, and know when to accept its output and when to send it back.
Most people skip the method. They prompt, get something that almost works, and get stuck when the AI forgets, invents a rule or breaks what it built yesterday. This session gives you the method in one afternoon, on a real repository, so you leave able to start.
- You have tried AI coding tools and got a demo that fell apart when you changed one thing
- You know what you want built but cannot brief a developer — or an AI — precisely enough
- You are paying for software that a small internal tool could replace
- You do not know which tools to use, what they cost, or when you still need a professional developer
Training highlights
- No coding background needed
- The eight-document Vibe Coding Method, shown on a real product
- A live build on a real repository — wireframe to admin panel
- Agents and skills made in front of you
- The Vibe Coding Starter Kit to take home
- Certificate of Completion on attending the full session
Who is this for
Who can take this training
Anyone with a laptop and an AI account can take this training — no coding background is needed. It is for people who want to build with AI rather than only talk about it; developers new to AI-assisted work are welcome too, because the method makes them faster rather than starting them over.
Choose your pace
Flexible learning formats
All formats cover the same curriculum, learning outcomes, exercises and certification requirements. The only difference is the pace of delivery.
Face-to-face
Half-day workshop
- Duration
- 3.5–4 hours
- Schedule
- One afternoon, on site — minimum 25 participants
- Total time
- Up to 4 hours
Best for
- Corporate and private cohorts of 25 or more, on site
- Teams who want the hands-on option in one room
- People who learn best in a room with the trainer
Live online
- Duration
- 3.5–4 hours
- Schedule
- One session — individual seats
- Total time
- Up to 4 hours
Best for
- Individuals — priced per person
- Participants outside Kuala Lumpur or outside Malaysia
- Distributed teams who want the same agenda without travelling
Participant numbers
- Live online — individual seats, priced per person
- In-person half-day workshop — minimum 25 participants; cost discussed separately
Learning outcomes
What you will learn
- Explain what vibe coding is and is not, and what an LLM, RAG, an agent and a skill are, in plain language
- Choose a starting toolset (chat tool, coding agent, Git) and a minimum tech stack, and know what each costs
- Write prompts that get reliable results, and write a constitution file that keeps the AI inside the rules
- Follow the document-first Vibe Coding Method: Vision → BRD → FSD → HLD → LLD → WBS → TechStack → GuardRails, with reference designs and a theme
- Recognise the build sequence — wireframe → physical data model → product → admin panel — and the checks that belong between steps
- Name the five ways vibe-coded projects fail and how the method prevents each
- Leave with your own Vision.md written with AI and a wireframe prompt ready to run (hands-on option)
After this training
Start freelancing straight after the session
You leave ready to start offering vibe-coding services as a freelancer or inside your team:
- Build landing pages, internal tools and prototypes for clients
- Turn a client brief into Vision, BRD and FSD documents an AI can build from
- Scope and quote a small build with a work breakdown you can defend
- Run an AI coding agent inside a constitution and Git, with every change reviewed before it is accepted
- Know when a job needs a professional developer — and what to hand them
Training content
Curriculum
6 modules · expand any module to see what it covers
01Part 1 · Foundations (about 60 minutes)
- · What is Vibe Coding, and what it is not
- · What is an LLM, and what is RAG
- · Tokens, context window and why the AI forgets
- · Hallucination and how to verify what the AI tells you
- · Tools: ChatGPT, Gemini, Grok, Claude, and the coding agents (Claude Code, Cursor, Gemini CLI, Copilot)
- · Git and GitHub: your undo button
- · What is a framework, and the minimum stack you need (front end, back end, database, hosting)
- · What AI tools cost, and what is free
02Part 2 · Working with AI (about 45 minutes)
- · What is Prompt Engineering, and the prompt patterns that work (role, context, constraints, examples, output format, iterate)
- · The constitution file: rules the AI must follow in every session
- · What is an Agent
- · How to make an Agent (live demo)
- · What is a Skill
- · How to make a Skill (live demo)
- · When not to use an Agent
03Part 3 · The Vibe Coding Method (about 30 minutes)
- · Step 1 · Create Vision.md
- · Step 2 · Create BRD.md
- · Step 3 · Create FSD.md
- · Step 4 · Create HLD.md
- · Step 5 · Create LLD.md, including the data model
- · Step 6 · Create Project Plan WBS.md for the whole project
- · Step 7 · Create TechStack.md
- · Step 8 · Create GuardRails.md
- · Find sample sites or product designs to share with the AI
- · Give a theme image
- · Keep a decision log
04Part 4 · Watch it build (about 35 minutes, live on a real repository)
- · Build the wireframe
- · Build the physical data model, and approve it before it is applied
- · Build the production product, milestone by milestone
- · Build the admin panel
- · Commit after every step, review what the AI changed, test before saying "done"
05Part 5 · Guardrails and next steps (about 20 minutes)
- · Five ways vibe-coded projects fail: scope creep, invented rules, unverified claims, secrets pasted into chat, no version control
- · What comes after: testing, security, deployment, running it (covered in the 2-day programme)
- · Your Starter Kit: the eight templates, constitution template, prompt sheet, tool and cost sheet
- · The 30-day capstone challenge
06Optional hands-on (30 minutes)
- · Write your own Vision.md with AI, and generate the wireframe prompt from it
The approach
The Vibe Coding Method
01
Vision
What you are building, for whom, and why — on one page.
02
BRD
The business requirements: what the product must achieve.
03
FSD
The functional specification: what each screen and rule does.
04
HLD
The high-level design: the parts and how they connect.
05
LLD
The low-level design: the data model and the details the AI builds from.
06
Project Plan / WBS
The work broken down and sequenced into milestones.
07
TechStack
One choice per layer — front end, back end, database, hosting.
08
GuardRails
The constitution: the rules the AI must never break.
Learning experience
How it is taught
Live demonstrations on a real repository the trainer owns — never slides alone. Participants prompt along on their own laptops, and the optional last half hour is their own first document.
- Live demos on a real repository
- Two short prompt exercises
- An agent and a skill made in front of you
- The build sequence run end to end
- Your own Vision.md and wireframe prompt (hands-on option)
- A starter kit to continue with the next day
Take-aways
What you get out of this training
- A Certificate of Completion with a unique ID and public verification page
- Course material — a hard copy when you attend in person, a soft copy when you attend online
- The Vibe Coding Starter Kit (templates, constitution, prompt sheet, tool and cost sheet, capstone challenge)
Investment
Course investment
Pricing is shown by region. Participants in Malaysia pay by card in RM; participants outside Malaysia and Pakistan pay by card in USD; participants in Pakistan pay through our local partner, not by card.
Rest of the world (USD)
75% OFFToday’s investment
Discount: 75% OFF · you save USD 600
How you payCard payment in USD
Online training price. In-person training needs a minimum of 25 participants; cost discussed separately.
Malaysia (RM)
75% OFFToday’s investment
Discount: 75% OFF · you save RM 1,500
How you payCard payment in RM
Online training price. In-person training needs a minimum of 25 participants; cost discussed separately.
Pakistan (Rs.)
75% OFFToday’s investment
Discount: 75% OFF · you save Rs. 15,000
How you payPayment through our local partner
Please contact us — our local partner will contact you to arrange payment through local banks or in cash.
Contact usCan’t pay by card?
Please contact us — we will make sure our local partner contacts you, anywhere in the world, to arrange payment through local banks or in cash.
Prices are as currently published and reflect a time-limited launch offer, shown in each region’s own currency. Corporate and private-cohort engagements are quoted separately — talk to us about your team.
Who delivers this
Taught by a practitioner
Mustafa Qizilbash
Founder & Lead Trainer
24+ years · enterprise data & AI
More than two decades building enterprise data and AI platforms across banking, energy, telecom and government — now teaching the capability he has practised.
Certification
This training awards a certificate of completion. That is deliberately distinct from the Academy credential, which is earned through assessed applied work judged by a qualified assessor — taking part in a training is part of that pathway, and attendance alone is never sufficient. How certification works
Questions
Frequently asked
Do I need to be able to code?
No. The session is designed for people with no coding background. If you already code, the method makes you faster and more reliable — it does not start you over.
What do I bring?
A laptop and one AI account — a free tier is enough. A GitHub account is optional but useful for the hands-on part.
Is this the same as the 2-day Data Blueprint & AI/Vibe Coding training?
It is the vibe-coding half of it, taught on its own. The 2-day training adds the data foundations and a full hands-on build, test and deploy of a product. This session shows the method and starts it.
Do I get a certificate?
Yes — a Certificate of Completion for this training, issued on attending the full session. It names this training, so it cannot be mistaken for the 2-day one.
Can I take the 2-day training afterwards?
Yes. The module titles here are reused there, so you will recognise the ground you have covered. Talk to us about dates and how this session counts towards it.
Related trainings
Data Blueprint & AI/Vibe Coding
Data foundations plus building real products with AI, in two days
Two days, one method: the data foundations every AI-era builder needs, then the Learn Vibe Coding masterclass in full and hands-on build time — working apps, MVPs and portfolio projects for freelance clients, corporate innovation, or your next startup.
- Duration
- 2 days
- For
- Entrepreneurs, builders, innovators
- Delivery
- Bootcamp · Accelerator · Mastery
Bring this training to your team
Public dates are not yet published. Register your interest, or talk to us about running this as a private cohort — on-site, live online, or internationally.