⬡ Open course · Free

Tochka
Sborki

Start with a click. Exit with the future.

Right now AI gives you advice — and you still do everything by hand. This course teaches you to turn your ideas into tasks AI carries to the finish. No code. In your own words.

Presented by Synergify Institute for AI

9
topics
~15
hours
8
exercises
$0
cost
See program ↓→ Sign in
// chat vs system

A chat answers. A system gets it done.

You use AI every day — and still do by hand what it could do for you. That gap is where this course begins.

Your chat today
After the course
Your chat today

Gives advice — you do the work by hand

After the course

You delegate — and get the finished result

Your chat today

You explain everything from scratch every time

After the course

It already knows your project and context

Your chat today

One question — one answer

After the course

One idea — multi-step work carried to the end

Your chat today

Results live in a browser tab, you copy them out

After the course

Results land where they belong: files, emails, spreadsheets

Who it’s for

This course is for you if...

You want to understand AI from the inside

Not just use ChatGPT — build with it: pipelines, agents, automation.

You’ve tried but it’s not systematic

Prompts work hit-or-miss. You want a process that scales.

You’re building an AI product

You need a practical foundation: Claude Code, MCP, agents, deploys — no fluff.

You value sovereignty

Walk-away economics, open-source stack, no platform lock-in.

If you build AI for good, not to grab — you’re home. I teach conscious people to build solutions that make the world better.

// what changes

What changes after the course

Before

An evening goes into a report: you gather data from five sources by hand.

After

An agent drafts it in 10 minutes — you review and send.

Before

30 research tabs, half of them lost.

After

Delegate it — get a digest with sources in a single file.

Before

The same routine steps every week.

After

Describe the process once — the system repeats it on its own.

Build the system once — get hours back every week.

What’s included

WHAT’S IN:

  • Map of AI-coding tools for non-coders
  • Software 3.0 — four shifts in development
  • Setup essentials: Warp, Claude Code, Git, Marp
  • Stack selection: Claude / Sovereign / Cloud-OSS / Behind-GFW
  • Prompt engineering: magic words and formulas
  • CLAUDE.md, context, and memory systems
  • Pipeline: URL → scrape → analyze → insights
  • MCP servers, Hooks, Skills, Superpowers
  • Agent engineering and system orchestration

WHAT’S OUT:

  • theory without practice
  • reviews of 50 neural nets
  • ChatGPT tutorials from 2023
  • pointless homework
// program

What’s included

  1. Map of AI-coding tools for non-coders
  2. Software 3.0 — four shifts in development
  3. Setup essentials: Warp, Claude Code, Git, Marp
  4. Stack selection: Claude / Sovereign / Cloud-OSS / Behind-GFW
  5. Prompt engineering: magic words and formulas
  6. CLAUDE.md, context, and memory systems
  7. Pipeline: URL → scrape → analyze → insights
  8. MCP servers, Hooks, Skills, Superpowers
  9. Agent engineering and system orchestration

The whole support system at a glance

Learn

  • Course (9 modules)
  • AI companion
  • Learn with AI
  • Materials & syllabus

Connect

  • S.A.S.H.A community (soon)
  • Cross-course companion (soon)
  • AMA office-hours (soon)
  • 1:1 mentorship

Prove

  • Certificate
  • Academy admission ticket (soon)
  • Showcase portfolio (soon)
Ecosystem

The whole support system at a glance

Course topics · pick any order

Kickstart

A map for newcomers to AI coding

25 min

Introduction

Software 3.0 and why it changes everything

30 min

Setup

Setting up your workspace for agentic coding

45 min

Stack selection

Which agentic stack fits your context: Claude Code, Sovereign, Cloud-OSS or Behind-GFW

60 min

Prompt Engineering

How to write prompts like a pro

60 min

Context & Memory

How agents hold information — and how to manage it

45 min

Automation Pipeline

Build your first practical workflow

60 min

Tools & Extensions

MCP servers, Skills, Hooks and the Superpowers workflow

75 min

Agent Engineering

From vibe coding to orchestrating agent systems — where the prompt stops working

90 min
// what to dream about

People with no code background build this

Coach

An assistant preps session summaries and next-meeting plans — the client gets the email automatically.

Musician

A release pipeline: covers, descriptions, distribution to platforms — from one folder with a track.

Non-profit

Grant applications: an agent drafts them from your project base to fit each fund’s requirements.

Researcher

A literature review in one evening: scraping, digests, a table of sources.

Founder

A CRM that updates itself from emails and meetings — you see the picture, not type the data.

Content creator

From one long video: posts, shorts scripts, and a newsletter in your voice.

Possibilities
A short film about the essence — coming soon
Five AI doubles you'll build

Not 'do it for me' — it's a swarm you send to build. You build each one yourself.

Communication
replies to emails in your voice
Meeting intelligence
summaries and tasks after calls
Content
posts, clips and ideas in your style
Learning
teaches you new things on a schedule
Automation
pipeline: data → report, link → summary

Real stories

Echo — voice instead of keyboard

A desktop dictation app: you speak, text appears — offline, RU/EN. Built by vibe-coding with Tauri, Rust and Whisper.

I now dictate emails, notes and code — typing took a back seat.

DictationAlexander
→ deep-dive

Tochka Sborki — this very site

The course RPG platform with an AI mentor, world map and quests — built with the same vibe-coding it teaches.

A whole learning product built solo, without a classic dev team.

PlatformAlexander
→ deep-dive

AI diagramming canvas

One canvas where an idea becomes a diagram: generators run in the background, you move meaning instead of drawing rectangles.

Diagrams that took an hour in an editor now appear in minutes.

LaunchAlexander
→ deep-dive

Knowledge graph — a second brain

Notes, sources and experience gathered into a graph that answers questions and finds connections between them.

Stopped losing ideas — I query my own archive like a living interlocutor.

KnowledgeAlexander
→ deep-dive

What you can dream about

An AI partner for your niche

Not a "do-it-for-me", but a co-thinking companion that holds the context of your work and moves you to think.

Co-thinking

A product in a weekend

From idea to a working prototype — a landing page, a bot, a mini-service — built with an agent in a couple of evenings.

Launch

Routine on autopilot

Repetitive tasks — reports, breakdowns, mailings — move into a pipeline that runs without you.

Flow

A second brain

Your notes, sources, and experience — in a knowledge graph that answers questions and finds connections.

Knowledge

Voice instead of keyboard

Speak your thoughts — the agent turns them into text, notes, a draft.

Dictation

Your own little tool

Build an app for your own task that you use every day.

Platform

Get oriented in a new field

From zero to oriented in an unfamiliar area through AI research.

Knowledge

Untangle the hard stuff

Think through a tough decision out loud with a partner that asks the right questions.

Co-thinking

Share your gift

Package what you know into a guide or mini-course that genuinely helps someone.

Launch

An insight conveyor

The sources you read bring you the essence themselves — no manual digging.

Flow

An eco-watch for your place

Gather data about your surroundings — air, water, dumping — into a living picture that moves your neighbours to act.

For good

An animal-rescue network

In a cold snap, coordinate volunteers: a map of spots, fast alerts, no one lost.

For good

See the pattern — name it

A helper that lets a person recognize a destructive pattern in a relationship and see it from the outside.

For good

A help navigator

For someone in a hard situation: where to turn near home, step by step, without judgment.

For good
Start your path →
About the author

Alexander Mamaev

Vibe coder, AI builder, coach. I build systems on Claude Code + agents. This course is a distillation of what actually works.

Send feedback →
Alexander Mamaev
Questions
Do I need to know how to code?

No. Vibe coding means AI writes code, you direct. We start from zero.

What is vibe coding?

Development in flow: you describe the task, AI implements, you iterate. 10× speed.

How much time per week?

30–60 minutes per topic + practice. Self-paced, no deadlines.

How is this different from other AI courses?

We’re not a tour of neural nets. We’re a practical stack: Claude Code, MCP, agents, deploys, automation.

Why not just hire a freelancer?

A freelancer does it once and leaves. A system stays with you, works every day, and gets reworked in minutes — not for another budget.

My chat already remembers everything

Chat memory is notes about you. A system remembers the whole project — files, decision history, processes — and acts on them.

I’m afraid AI will message real people as me

It shouldn’t. You stay in the loop: AI helps you think and prepare, but the voice and the send stay yours. It doesn’t write for you — it translates your intent into shape and amplifies it, not replaces it. Authenticity is a line this course protects, not erases.

Why free? What’s the catch?

No catch: the course is fully free. It’s the open part of my practice — I also do coaching and work with teams, and the course is the best introduction. You owe nothing.

What if I never become a “vibe coder”?

Even if you never do, the skill of thinking with AI stays with you for good — turning your intentions into tasks it can execute, and finally seeing what’s possible. No one can take that back.