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Ten vibe coding tools that turn a text prompt into a working app

From Lovable and Bolt.new to Cursor and Windsurf, a guide to the AI coding tools that let developers and non-developers build apps from plain-language prompts.

App prototype sketches
Photo: Amélie Mourichon / Unsplash

Software development changed shape in 2025. A new class of tools lets a user describe what they want in a few sentences and get back a working web app, a dashboard or an automated agent. The practice has acquired a name, vibe coding, and the tools behind it are now used by first-time builders and senior engineers alike.

The appeal is speed. Marketing sites, portfolio pages, internal dashboards, financial tools and full-stack applications that once took days can now be prototyped in minutes. Experienced developers use the same tools to fix bugs faster, refactor large codebases and ship features sooner. Each product has a different strength, and the right one depends on the job.

Tools for building a whole app from a prompt

  • Lovable generates a complete React application from plain-English instructions. Ask for a login page and it produces the front end and the supporting back end. Best for: starting a full project from scratch.
  • Bolt.new, from StackBlitz, builds the interface, components and deployment in a browser session with minimal setup. Best for: rapid prototypes.
  • v0 by Vercel turns text prompts into web apps, handling design, layout and API wiring, with a direct path to deployment on Vercel. Best for: launching a web app quickly.
  • Emergent (emergent.sh) aims at full-stack systems, generating payment handling, user management and dashboards from a prompt. Best for: apps with more complex back ends.
  • Rocket.new builds web and mobile apps from prompts and is pitched at non-developers as well as engineers. Best for: automated workflows and chat-style apps.
  • Blink.new generates and previews web code directly in the browser, including authentication and a database. Best for: quick interfaces and animations.

Tools for working inside a codebase

  • Cursor is an AI-first code editor that can refactor across an entire project using models from several providers. Best for: refactoring and complex upgrades to existing code.
  • Windsurf is an editor built around an autonomous coding and debugging agent that keeps track of a large codebase. Best for: managing big projects.
  • Replit combines a browser-based development environment with an AI agent that writes and fixes code in real time, with strong support for Python and JavaScript. Best for: debugging and fast prototyping.

A general-purpose agent

Manus is not strictly a coding tool. It is a general-purpose AI agent that can carry out multi-step tasks, including producing scripts, designs and marketing material from an idea. Best for: product demos and marketing content rather than production code.

How to choose

For someone with no programming background who wants a working product, Lovable, Bolt.new, Rocket and Blink offer the shortest path. Developers who already have a codebase will get more from Cursor, Windsurf or Replit, which work alongside existing code rather than replacing it. In every case, the generated code still needs review before it handles real users or real money; these tools accelerate the work, but they do not remove the need to understand what was built.

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