Code Generation

AI coding tools edit files. Your content lives in a database. This is the pull, diff, push workflow that connects the two without hand-writing SQL against production.

Three weeks, end to end: PHP backend, vanilla JS, a CSS design system I built by hand, the lot. Claude did most of the typing. The interesting bit isn't the speed. It's which decisions I'd still own and which I'd hand back.

As projects grow, the way you use Claude Code needs to evolve. Start fresh sessions often, be specific about files, and break big tasks into small steps.

Andrej Karpathy called it "fully giving in to the vibes." Collins Dictionary made it Word of the Year. What vibe coding actually means, when it works, and how everything you've learned so far has been building toward it.

A beginner-friendly guide to Claude Code for people who have never opened a terminal. No coding required. Five modules from first install to building and publishing a real website.

Anthropic's agentic coding assistant for the terminal

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OpenAI's cloud-based agentic coding environment with frontier model

Browser-based full-stack development with WebContainers running Node.js in-browser

AI pair programmer for code completion