Vibe Coding — What It Is & How to Get Started

Vibe coding is a term coined by Andrej Karpathy to describe a new style of programming where you describe what you want in natural language and let AI write the code. Instead of typing out every line yourself, you give the AI the "vibe" of what you are building — the concept, the behavior, the look and feel — and it generates the implementation. You read the output, accept what works, adjust what does not, and keep going. It is not about replacing programming knowledge; it is about changing the interface from typing syntax to describing intent. Tools like Cursor, Claude Code, GitHub Copilot, Bolt, and Replit Agent have made this workflow practical and mainstream in 2026.

For experienced developers, vibe coding accelerates the tedious parts — boilerplate, CRUD operations, configuration files, test scaffolding — so you can focus on architecture and logic. For non-programmers, it opens the door to building functional prototypes, internal tools, and even production apps that would have been impossible without hiring a developer. The key skill is not coding itself but the ability to clearly describe what you want: what the app should do, how it should look, what happens when things go wrong, and what technologies to use. This is where prompt engineering becomes essential — the quality of your description directly determines the quality of the code.

Getting started with vibe coding is straightforward. Pick a tool — Cursor is the most popular for its visual IDE experience, Claude Code for command-line power users. Start with a small project: a personal website, a simple API, or a utility script. Describe the entire project first, then work feature by feature. Be specific about your tech stack and preferences. When the AI produces code that does not work, paste the error back and ask it to fix it. Over time, you will develop an intuition for which prompts produce good results and which need more detail. Save your best prompts — they become your personal development toolkit.