melwyn.ai
Real skills for the top 1%. No gurus. No shortcuts. Just work.
The gurus are selling you a feeling. We teach you the skill.
AI didn't change the game. It changed who's allowed to play it. A-players with real skills now do the work of entire departments. The gap between good and unstoppable has never been smaller.
This isn't for everyone. If you want shortcuts, there are a thousand gurus selling them. Melwyn is for the ones who want to actually build.
The school for professionals who want their AI to actually ship work. Twelve parts online, free and complete. Then one day in Almaty where it runs on your own work.
The method, free and complete
Twelve parts in two tracks, online, no paywall. Every part is learn-by-doing: watch it, judge it, try it on your own task, and keep a template you can reuse.
One day in the room
Bring one real workflow to Almaty. By evening it runs on AI and you understand exactly how. Come on your own seat or bring your team: same day, two ways to pay.
Your AI Operating Kit
The free tracks assemble a kit from the templates you keep, written for your work, not ours. In the room the kit stops being a document and becomes a running automation.
A 30-day check-in after your workshop day
A month after your day in the room we get on a call: what stuck, what broke, what to automate next. It comes with the room, not with the free course.
We design, build, and deploy custom AI automations for your business. You get the system and the knowledge to own it.
Opportunity map
We start by mapping your highest-value AI opportunities, using your role, industry, and team context to identify where automation creates real leverage.
Scoped proposal
You receive a specific scope document: what gets built, what stack it runs on, what the trigger/output looks like, and what it replaces.
Build sprint
We build in two-week sprints with regular check-ins. You see working automations, not slide decks.
Handoff & documentation
We hand over the automation, documentation, and a walkthrough so your team can own, extend, and monitor it independently.
Foundations, the first of two free tracks: five moves that take any model from generic to genuinely yours. Then Systems: seven more, for building things that last. One connected arc, each part answering the question the last one raised.
Models used to be the bottleneck. Not anymore. If you're still getting slop, the gap isn't the model. It's that you gave it a generic, context-free prompt. Feed it the right raw material and the same model gives you something genuinely yours.
Raises But why does the same model swing from slop to sharp? To steer it, you have to know what it actually is.
Glass is raw material, heat, breath, and patience, worked in passes until it holds. So is real skill with AI. That thread runs from Murano to Seattle, the glass capital of America, and straight into how we teach.
Melwyn is young, and we won't invent numbers to look older. So here's the deal in plain terms: what leaves the room with you, and what happens if it doesn't.
Every workshop day ends with an automation running on your own workflow, not a demo and not a deck you'll never reopen.
The free tracks assemble your AI Operating Kit from templates you keep, written for your work. In the room it becomes something that runs.
You learn why each step works, so you can steer any model on any task long after the session ends.
The plain guarantee
If your team finishes a workshop day in the room without something that works, you don't pay. We're confident because we've done the work ourselves, in production, not in slides.
Not a portfolio. The same method the free tracks teach, applied by one person, with the numbers counted rather than claimed. This site is one of them: 48 days from first commit to live, 21 pages in two languages, no agency.
Twelve interactive parts: animated hook scenes, explorables you can push on, hand-built Try exercises, and now live runs on your own task.
The Systems track's Connect part in practice: a webhook, a table, a notification, versioned in the repo.
Every waitlist and opportunity-map signup lands in a table and notifies within seconds, on a self-hosted n8n.
Watches 50 competitor accounts, ranks what's rising, alerts on breakouts, and writes a morning brief. The pattern the tracker in the founder story runs on.
Yuriy Golovko
Founder
Twelve years in US SaaS growth. One operator doing the work of a team, with AI as the multiplier. The tools I teach are the tools I ship with.