Open Source Vibe Coding Hub

Prompt it. Build it.
Ship it.

Vibe Code Source is the open source home for vibe coding — the practice of building real software by prompting AI. Free prompts, workflows, and guides for AI-assisted development with Claude Code, Cursor, Copilot, and more.

Coined by Andrej Karpathy, Feb 2025

What is Vibe Coding?

Vibe coding is an AI-assisted software development practice where you describe what you want in natural language and AI generates the code. The term was coined by Andrej Karpathy — co-founder of OpenAI and former AI lead at Tesla — who described it as "fully giving in to the vibes, embracing exponentials, and forgetting that the code even exists." It was named Collins English Dictionary's Word of the Year for 2025. Read our full beginner's guide to vibe coding for a deeper look.

Instead of writing code line by line, your role shifts to guiding AI through conversation — describing features, reviewing output, and iterating with follow-up prompts. This frees you to think about the big picture while AI handles the implementation. It's prompt-driven development that makes building software accessible to anyone with a clear idea.

Simple by design

How Vibe Coding Works

No boilerplate. No blank-file anxiety. You describe the outcome, AI builds the first draft, and you iterate through conversation. Three steps to shipping with AI prompt coding.

Describe Your Intent

Express your programming goals conversationally — describe the feature, page, or app you want. Be specific about design, behavior, and functionality. The AI works from your intent, not your syntax.

AI Generates the Code

Your AI tool — Claude Code, Cursor, Copilot, ChatGPT, or Google's Gemini — writes the implementation. You focus on the big picture while AI handles writing the actual code.

Review, Iterate, Ship

Guide changes through follow-up prompts and refine until it's right. As Karpathy envisioned: accept the AI output, test the results, and iterate conversationally until it works.

What's inside

Everything You Need to Vibe Code

A growing, open source library of AI coding prompts, tool-specific workflows, and real-world project guides — all free.

Prompt Library

Battle-tested prompts for building UI components, full pages, APIs, databases, and complete applications. Copy, paste, customize, ship.

AI Tool Workflows

Step-by-step guides for Claude Code, Cursor, GitHub Copilot, ChatGPT, Windsurf, and Replit AI. Learn the best prompting patterns for each tool.

Project Walkthroughs

End-to-end builds showing how real projects were created entirely through AI prompts. Portfolios, dashboards, tools, landing pages, and more.

Community Prompts

Open source and community-driven. Submit your own prompts, learn from what others have built, and grow the library together.

Beginner Friendly

No coding experience required to start. Vibe coding lowers the barrier — if you can describe what you want clearly, you can build it with AI.

Real Code Output

Not theory. Every prompt and guide produces real, deployable code. HTML, CSS, JavaScript, React, Python — production-grade output you can use.

Tools we cover

AI Coding Tools for Vibe Coding

Guides, prompts, and workflows tailored for the most popular AI-assisted coding tools in 2026.

Claude Code
AI CLI Agent
Anthropic's command-line AI coding agent. Builds, edits, and manages entire projects through natural language.
Cursor
AI Code Editor
AI-native code editor built on VS Code. Inline generation, chat-driven development, and codebase-aware context.
GitHub Copilot
AI Pair Programmer
GitHub's AI assistant for code completion, chat, and inline suggestions across any editor.
ChatGPT
AI Coding Assistant
OpenAI's conversational AI. Great for planning, code generation, debugging, and learning through dialogue.
Windsurf
AI Code Editor
AI-powered editor with flows that combine chat and inline editing for a seamless prompt-to-code experience.
Replit AI
AI Dev Environment
Browser-based IDE with built-in AI. Prompt, build, and deploy without ever leaving the browser.
Gemini Code Assist
Google AI Assistant
Google's AI coding assistant. Integrated into Cloud workloads for code generation, debugging, and quick prototyping.
Firebase Studio
Google AI Platform
Google's full-stack AI development environment. Build complete applications through natural language prompts and deploy to Firebase.
Google AI Studio
Prototyping Tool
Google's Gemini-powered prototyping environment. Ideal for quick experiments and testing AI-generated code before building full projects.

What you can build

Vibe Coding Use Cases

From personal projects to production apps — here's what people are building with AI prompts right now.

Web Development

Landing Pages & Websites

Prompt AI to build responsive, SEO-optimized websites with HTML, CSS, and JavaScript. Design to deployed in minutes.

Applications

Dashboards & Tools

Build interactive dashboards, productivity tools, and internal apps through conversational AI prompts.

Learning

Portfolio Projects

New to coding? Use vibe coding to build real portfolio pieces while learning how code works through AI collaboration.

Automation

Scripts & Workflows

Automate repetitive tasks, build data pipelines, and create CLI tools by describing what you need in plain English.

Building momentum

Vibe Code Source by the Numbers

200+
AI coding prompts
9+
AI tools covered
Real
Projects shipped
100%
Free & open source

Common questions

Vibe Coding FAQ

Vibe coding is an AI-assisted software development practice coined by Andrej Karpathy (co-founder of OpenAI, former AI lead at Tesla) in February 2025. He described it as "fully giving in to the vibes, embracing exponentials, and forgetting that the code even exists." In practice, you describe what you want in natural language prompts, and AI tools generate the working code. You review, iterate through follow-up prompts, and ship. The term was named Collins English Dictionary's Word of the Year for 2025. Read the full guide.

No. Vibe coding makes app building more accessible, especially for those with limited programming experience. You work in plain language, not syntax. That said, understanding basic concepts helps you review AI-generated output and catch potential issues. Many people use vibe coding as a way to learn programming — you see real code generated from your descriptions and gradually understand how it works. The key skill is being able to clearly describe what you want.

Popular AI coding tools include Claude Code (Anthropic's CLI agent), Cursor (AI-native editor), GitHub Copilot (inline AI pair programmer), ChatGPT (conversational coding), Windsurf (AI editor with flows), Replit AI (browser-based), and Google's Gemini Code Assist and Firebase Studio. The right tool depends on your goal. See our full comparison.

The main risks: developers may accept AI-generated code without fully understanding its functionality, leading to undetected bugs or security vulnerabilities. AI models can hallucinate or stray over many conversation turns. Fast code creation can also lead to fast accumulation of maintenance burden — code that works initially but proves difficult to debug, extend, or refactor later. Always review AI output before deploying. Learn about security risks.

No. Vibe coding is expanding who can build software and making experienced developers faster — not replacing traditional coding. Professional developers use AI prompts to skip boilerplate and focus on architecture and logic. Beginners use it to ship real projects while learning. The two approaches complement each other: understanding code makes you a better vibe coder, and vibe coding makes you a faster developer. The best results come from combining conversational AI with code literacy.

The term was coined by Andrej Karpathy in February 2025. Karpathy is a computer scientist, co-founder of OpenAI, and former Senior Director of AI at Tesla, where he led the Autopilot team. He described vibe coding as a new way of programming where you give in to the vibes, describe what you want, and let AI handle the code. The concept resonated so widely that Collins English Dictionary named "vibe coding" its Word of the Year for 2025.

Yes. Vibe Code Source is 100% free and open source under the MIT license. All prompts, workflows, project walkthroughs, and tool guides are available at no cost. The project is community-driven — anyone can contribute prompts, suggest improvements, or help maintain the repository.

Start Vibe Coding

Join the waitlist and be first to access the full open source prompt library, AI coding workflows, and project guides when we launch.