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Vibe Dev·Beginner22k learners

Vibe Coder

Target role — Rapid Prototyper

Turn ideas into working software with AI — prototypes, scripts and personal tools — and know exactly where vibe coding's limits are.

By the end, you'll have shipped
A personal tool you use weeklyA weekend MVP from idea to URLAn automated workflow scriptA write-up of what broke and why
Career insight
Live market data · Curated baseline
Open roles
a capability, not a job title — yet
Leverage
Median salary
—–— · multiplies whatever role you're in
Exploding interest
Hiring demand
founders, PMs, designers, analysts
None required
Typical entry
Curiosity and an AI subscription
Most-requested skills
Shipping
Related roles
FounderProduct ManagerDesignerAnalystVibe Engineer
The path · 4 stages · 13 checkpoints

Stage progression

1
First Builds

Ship something real in week one — the fastest way to learn what AI can do.

0/4 checkpoints2–3 weeks
Your AI Toolkit
4 days
CLI, Git & Safety Nets
4 days
Describing What You Want
1 week
Reading Errors Without Fear
1 week
2
Real Tools, Real Data

Beyond toys: persistence, APIs and software other people can use.

0/3 checkpoints3–4 weeks
3
Shipping

From your machine to a URL — and to users who aren't you.

0/3 checkpoints2–3 weeks
4
Knowing the Limits

The honest stage: where vibe coding breaks down, and what's next.

0/3 checkpoints2 weeks