QairuHub

Vibecoding

From your first prompt to a team of agents

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There is a new kind of coding I call vibe coding

Andrej Karpathy · 2 February 2025

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What he meant

You stop reading the code.

Not "using AI to code". Specifically: not looking at what it produced.

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The hype

95%

of the code in a quarter of YC W25 startups was written by AI

Jared Friedman, YC · March 2025

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The reality

19%

slower — while believing they were 20% faster

METR randomised trial · July 2025

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The gap

Feeling fast and being fast are different things.

That gap is what this masterclass is about.

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The three modes

Where are you on this?

Vibe coding — you do not read it. Fine for throwaway work.
AI-assisted — you review every diff.
Agentic engineering — you design specs, supervise plans, verify results.

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Act II

The loop

Nine steps. Every project you will ever build runs it.

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The loop

Nine steps

1. Idea / Product — Problem, users, definition of done
2. References — Examples, screenshots, API samples
3. Context / SSOT — PRD, CLAUDE.md, master prompt
4. AI Coding Agent — Plan mode, tools, MCP
5. Code / Local Build — Terminal, .env, dev server
6. Repo / Version Control — Commits, branches, pull requests
7. Test / Quality — Tests, review, security
8. Deploy — Hosting, domain, SSL, secrets
9. Logs / Feedback — Errors, analytics, next iteration

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Live

Let us build something

Idea → PRD → CLAUDE.md → plan mode → commit → deploy

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Security

45%

of AI-generated code introduced an OWASP Top 10 flaw

Veracode · 2025

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July 2025

An agent deleted a production database during a code freeze.

The freeze existed only as a sentence in a prompt.

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The lesson

A rule the agent can talk its way past is not a rule.

Enforce it in the permission layer, not in English.

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Act III

When one agent becomes several

Start with one. Most work never needs more.
Parallelise only what is independent and verifiable.
Every finding gets a second agent that tries to disprove it.

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This site

Built overnight by a team of agents.

Research, writing, Kazakh, fact-checking, deploy. One person directing.

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Your turn

Ten minutes

vibecoding.qairuhub.com/en/try

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