Vibe Coding

What It Is

Vibe coding is a term coined by Andrej Karpathy to describe a style of building software where you lean heavily on AI to write the code while you focus on directing the outcome. You describe what you want in conversational language, the AI generates the code, and you run it to see if it works. If it does not, you describe the problem and the AI fixes it. The “vibe” part captures the informal, intuitive nature of the process: you are not thinking in terms of syntax and data structures, you are thinking in terms of what you want the software to do and letting the AI translate that into implementation.

Why It Matters

Vibe coding has made software development accessible to people who never planned to learn programming. For operators, it means you can build functional tools, websites, and automations by communicating clearly rather than writing code from scratch. However, vibe coding has real limits. Without some understanding of what the code does, you can end up with fragile systems that break in ways you cannot diagnose. The best operators combine vibe coding for speed with enough technical literacy to review, understand, and maintain what the AI produces. Speed without comprehension creates debt.

In Practice

A typical vibe coding session: you open Claude Code and say “build me a landing page with a hero section, pricing table, and email signup form.” The AI generates the code, you preview it, and you iterate with feedback like “make the hero text larger” or “add a dark mode toggle.” The skill is in clear communication, good taste, and knowing when to stop iterating and ship.