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Training 2 часа

Prototyping & MVP — Vibe-Coding Workshop

A prototype in 2 hours, not 2 months: learn to validate ideas before investing the budget

In 2 hours, learn to distinguish prototypes from MVPs and build working prototypes with AI. Validation templates, launch criteria, practice on your own project. For managers and founders.

🎯

Prototype vs MVP vs PoC

Clear criteria: when a mockup is enough, when you need a working product, when a technical experiment. With real project examples.

📋

Validation templates

Lean Canvas, Job Story, MVP criteria — filled in during the workshop on your project. Leave with ready documents, not abstract knowledge.

🤖

AI prototyping

Hands-on with Cursor, v0, Bolt: create a working prototype right in the workshop. Managers and founders — without a single line of code.

«Build or don»t build' criteria

Checklist: enough data for MVP? Which hypotheses to test first? When to pivot, when to scale?

Why validate ideas before development

💸

42% of startups fail because there's no market

According to CB Insights, the top reason startups fail is a product nobody needs. The team spends 3–6 months developing without validating the idea. A 2-hour prototype could save months of work and millions in budget.

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Confusion: prototype, MVP, PoC — what to build?

Managers confuse prototype (UX validation), MVP (market validation), and PoC (technology validation). Result: they build a full product when a clickable mockup would suffice. Or show a mockup to investors when they need a working MVP.

AI tools let you build prototypes in hours, not months

Cursor, v0, Bolt, Replit — vibe-coding tools let non-programmers create working prototypes in 2–4 hours. But without MVP methodology, you risk prototyping the wrong thing for the wrong audience.

Who it's for

👨‍💼

Product & project managers

I want to validate an idea, but development says «3 months and $20K». And I'm not sure the market even needs it

Create a prototype in 2 hours — validate the idea before involving development

🚀

Entrepreneurs & founders

I have 5 ideas but don't know which to test first or how to do it quickly

Lean Canvas + MVP criteria + prototype in 2 hours. Test a hypothesis, not build a sand castle

🎓

Faculty & methodologists

Students don't understand the difference between an idea and a product. Project work turns into endless planning

Workshop as a course element: students leave with a prototype, not a presentation

Workshop program

1

Theory: prototype vs MVP vs PoC

30 min

Understand the difference, selection criteria, real project examples. Fill in Lean Canvas for your project

2

Validation templates

30 min

Job Story, MVP criteria, «build or don»t build' checklist. Apply to your project

3

AI prototyping

45 min

Create a working prototype with Cursor, v0, or Bolt. Managers work without code — AI generates for you

4

Review & feedback

15 min

Show prototypes, discuss next steps: what to validate, how to measure, when to involve development

Зачем нужен тренинг по прототипированию и MVP

Прототипирование и MVP — это методология быстрой проверки бизнес-идей до вложения бюджета в полноценную разработку. По данным CB Insights, 42% стартапов закрываются потому, что продукт оказался никому не нужен. Этот тренинг учит различать прототип (проверка UX), MVP (проверка рынка) и PoC (проверка технологии) — и создавать рабочие прототипы с помощью AI-инструментов за 2 часа, без программирования.

Формат: 2-часовой тренинг с практикой. Участники заполняют шаблоны валидации (Lean Canvas, Job Story, критерии MVP) на своём проекте и создают рабочий прототип с Cursor, v0 или Bolt. Подходит для менеджеров, предпринимателей, дизайнеров — всех, кто принимает решения о продуктах.

Чего ожидать

  • Чёткое понимание: прототип, MVP, PoC — когда что строить
  • Заполненные шаблоны валидации на вашем реальном проекте
  • Рабочий прототип, созданный без кода с помощью AI
  • Чек-лист: следующие шаги после тренинга

Why you need a prototyping and MVP workshop

Prototyping and MVP is a methodology for rapid business idea validation before investing budget in full development. According to CB Insights, 42% of startups shut down because the product turned out to be something nobody needed. This workshop teaches how to distinguish a prototype (UX validation), MVP (market validation), and PoC (technology validation) — and how to create working prototypes using AI tools in 2 hours, without programming.

Format: 2-hour workshop with hands-on practice. Participants fill in validation templates (Lean Canvas, Job Story, MVP criteria) for their own project and create a working prototype with Cursor, v0, or Bolt. Suitable for managers, entrepreneurs, designers — anyone who makes product decisions.

What to expect

  • Clear understanding: prototype, MVP, PoC — when to build what
  • Filled validation templates for your actual project
  • A working prototype built without code using AI
  • Checklist: next steps after the workshop
2
hours for the full workshop
42%
of startups fail due to no market need
1
working prototype as output
0
lines of code written manually

Pricing

Open Workshop

$55
  • 2 hours, group up to 15 people
  • Validation templates + AI prototyping
  • Working prototype as output
  • Recording and materials after the workshop
Sign Up for Workshop

Corporate

from $450
  • 2–4 hours, up to 20 participants
  • Adapted to your company's projects
  • Participants leave with prototypes of real ideas
  • Next step recommendations for each project
Discuss Format
See also

Vibe-Coding Course (12 hours, portfolio)

FAQ

Do I need programming experience?
No. The workshop is designed for managers, entrepreneurs, and designers without a technical background. AI tools (Cursor, v0, Bolt) generate code from text descriptions. You describe what you want — AI creates it.
What will I get as output?
Three deliverables: 1) filled templates (Lean Canvas, Job Story, MVP criteria) for your project, 2) a working prototype built with AI, 3) a checklist of next steps: what to validate, how to measure results.
How is this different from a vibe-coding course?
A vibe-coding course teaches programming with AI (12 hours, portfolio of 2–3 projects). This workshop is about methodology: when to build a prototype, when an MVP, how to validate an idea. AI prototyping is one of the tools, but the focus is on business decisions.
Can it be run for a team?
Yes. Corporate format: workshop for 5–20 participants adapted to your domain. Participants work on real company projects. Ideal for teams launching new products.
What should I bring?
A laptop with internet access. If you have a project idea — bring a description (even on a napkin). If not — we'll provide a practice project.

Related Solutions

Validate your idea in 2 hours — not 2 months