What is Vibe Coding?

Matt Palmer

Matt Palmer

From idea to app, fast—that's always been our mission at Replit. But what if you could turn your ideas into working apps without knowing how to code at all?

Enter vibe coding: a term that's democratizing app creation for everyone, regardless of technical background.

What is vibe coding?

Vibe coding refers to the practice of instructing AI agents to write code based on natural language prompts.

It's not about being lazy—it's about focusing your time and energy on the creative aspects of app development rather than getting stuck in technical details.

In February 2025 Andrej Karpathy tweeted: "There's a new kind of coding I call 'vibe coding', where you fully give in to the vibes, embrace exponentials, and forget that the code even exists."

This concept describes a paradigm shift in app development where non-technical creators can focus entirely on ideas rather than implementation details.

At its core, vibe coding is about communicating with AI in natural language to build apps. Instead of writing code, you describe what you want your app to do, and AI tools handle the technical implementation. This frees you up to be more of a manager or director, focusing on the application's outcomes, functionality, and user experience.

You no longer need to:

  • Learn programming languages and syntax
  • Understand complex technical concepts
  • Figure out which technologies to use

Instead, you can focus on:

  • Your innovative idea
  • Solving real problems
  • Creating value for users

Why vibe coding matters now

For decades, turning an idea into an app required technical expertise or hiring developers. This created a massive barrier between those with ideas and the ability to implement them.

According to recent statistics, 82% of businesses report a shortage of developer talent, while development backlogs continue to grow. The democratization of app development has become a critical business need, not just a nice-to-have.

With the rise of advanced AI, that barrier is fading. Now, AI app building tools like Replit Agent can transform concepts expressed in plain English into working apps—opening app creation to everyone from entrepreneurs to educators.

The AI capability growth is remarkable. Just about every seven months, the amount of work that AI can do by itself is doubling.

We've progressed rapidly from simple autocompletion to function generation, then to writing features, and now we're at a point where AI agents can write entire applications with minimal human input.

From idea to app, faster than ever

Before vibe coding, the path from idea to app for non-technical creators looks like this:

  • Have a great idea
  • Learn to code (months/years) or hire developers ($15,000-$100,000+)
  • Build a prototype (weeks to months)
  • Iterate repeatedly
  • Launch

With vibe coding on Replit, the new path is:

This transformation means entrepreneurs, designers, educators, and other non-technical creators can build and launch their ideas independently.

Research shows that organizations embracing citizen development (a similar concept) see up to 5.8x faster application development times compared to traditional methods.

Tips for more effective vibe coding

Like most things, there’s a right and wrong way to go about vibe coding. If you’re brand new to the world of AI and LLMs, the idea of being able to build apps by just typing to your own personal AI agent is probably very exciting.

But before you dive in head first, here are some tips to help make sure you’re able to fully harness the power of AI coding assistants and don’t get stuck along the way.

Be precise: Avoid open-ended prompts when guiding AI agents. Instead, provide clear and specific directions about what you want to achieve. This allows the AI to more accurately translate your vision into code and reduces unnecessary iterations or misunderstandings.

Give agents one task at a time: Understand the limitations of AI models' context windows, meaning they can only handle a finite amount of information at once. Break down your requirements into small, focused tasks, ensuring the AI has only the relevant context it needs, and consider providing additional context incrementally to maintain clarity and efficiency.

Use checkpoints: Implement checkpoints or version control regularly to capture stable states of your project. This practice allows you to quickly roll back to a functional version if introducing a new feature inadvertently disrupts your existing setup, significantly simplifying the debugging process.

Ask a lot of questions: Engage actively with your AI tool by frequently asking clarifying questions, such as how best to solve a particular problem or what frameworks and technologies might be most suitable for your goals. Additionally, asking questions about how specific parts of your app function can be particularly valuable when debugging, helping you systematically trace and resolve errors.

Want to dig deeper into vibe coding?

Learn to build and host applications with Replit Agent in Vibe Coding 101 on DeepLearning.ai, taught by Michele Catasta, President, and Matt Palmer, Head of Developer Relations.

Finding your vibe with Replit

Vibe coding at its core is the ability to write code and build apps almost entirely with AI. Replit is a platform that allows you to vibe code while providing useful services that make app development easier. As AI continues to improve, you'll be able to build even more sophisticated apps with less effort.

Vibe coding isn't about replacing developers—it's about giving everyone the power to create. The ideal approach varies based on your goals:

  • Complete non-technical approach: Describe your entire app to Agent and let it build everything. This works especially well for straightforward applications with well-understood components.
  • Hybrid approach: Start with Agent-generated code and learn as you make small tweaks. This offers a gentle introduction to programming concepts while still delivering results quickly. When you're ready to learn more, the Replit Webview lets you see your changes in real-time.
  • Learning pathway: Use vibe coding as a starting point to understand how applications work. Many non-technical creators find that working with AI tools naturally builds their technical knowledge over time. As you grow, you can leverage Replit's debugging tools to dive deeper.

Where other vibe coding apps fall short

Despite the promise of AI-powered development, most platforms still present significant challenges. While vibe coding makes it easier to write code with AI, building apps remains complex. The real difficulties often lie in the overall development experience:

  • Technical jargon: AI tools often respond with technical terms and concepts unfamiliar to non-coders
  • Half-built solutions: Many AI platforms generate code snippets but leave you to figure out how to turn them into working apps
  • Deployment complexity: Even with generated code, getting an app online typically requires technical knowledge
  • Security considerations: Protecting API keys, preventing spam and DDoS attacks, and ensuring application security are critical aspects often overlooked
  • Maintenance hurdles: When something breaks, non-technical users are left stranded

Replit: the #1 vibe coding platform

Replit has built a platform specifically designed for non-technical creators, drawing on lessons from nearly 7 years of development.

What makes Replit truly unique is its browser-native environment—you don't need to install anything or configure complex development environments. Everything is available in one place, allowing Agent to configure your entire environment and write code for you while you focus on the creative aspects.

Plain language interaction: Describe your app idea in everyday language to Agent, without needing to understand technical concepts or programming terms. As the documentation explains, "Replit Agent uses AI to set up and create apps from scratch. Describe your app in everyday language, and it can set up and create your Replit App in minutes."

Complete application generation: Agent doesn't just create code snippets—it builds entire working apps with all necessary components, from databases to user interfaces. Replit coordinates multiple AI systems to handle complex app creation workflows.

Integrated cloud services: Your apps can immediately leverage Replit's built-in databases, object storage, and other cloud services without configuration. Add databases, manage object storage, and store secrets in a secure environment without worrying about exposure—all the services that typically create roadblocks to deployment are handled for you.

One-click deployment: Launch your app to the world with Replit Deployments. No need to understand hosting, domains, or server configuration. Replit even offers Autoscale Deployments that automatically adjust resources based on traffic.

Build on the go: The Replit Mobile App has the same functionality as Replit.com—start on the web, finish on the go.

Live collaboration: When you need human help, Replit's multiplayer features allow you to collaborate in real-time with others. You can even use Inline Threads to discuss specific parts of your app with collaborators.

The result? A platform where anyone with an idea can turn it into reality—no coding required.

Try it today

Ready to bring your idea to life? Create a Replit App and start a conversation with Agent. Describe your app idea in natural language and watch as it builds a working prototype in minutes.

Whether you're a designer with an app concept, an entrepreneur with a business idea, or anyone with a problem to solve, vibe coding on Replit is your fastest path from imagination to implementation.


 

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