For Product Managers Who Build
Turn PRDs Into Working Prototypes
Discover the best AI coding tools, learn to write effective prompts, and build functional prototypes without writing code from scratch.
How It Works
Write Your PRD
Define your product requirements clearly. Use our chat tool to help structure your PRD for AI consumption.
Generate Prompts
Transform your requirements into effective prompts optimized for specific AI coding tools.
Build with AI Tools
Feed your prompts into tools like Cursor, Lovable, or Bolt and iterate until your prototype is ready.
Featured Tools
The most popular AI coding tools for product managers.
Cursor
AI-first code editor built on VS Code with deep codebase understanding and inline AI assistance.
Windsurf
AI-powered IDE by Codeium with Cascade agentic flows for autonomous multi-step coding tasks.
Lovable
Full-stack AI app builder that turns natural language prompts into production-ready web applications.
Bolt.new
In-browser AI development environment that builds, runs, and deploys full-stack web apps instantly.
v0 by Vercel
AI-powered UI generation tool that creates production-quality React components and full applications.
Claude
Anthropic's AI assistant with advanced reasoning capabilities for code generation, analysis, and planning.
Latest Guides
Practical guides for product managers learning vibe coding.
Vibe Coding 101 for Product Managers
A comprehensive introduction to vibe coding: what it is, why it matters, and how product managers can leverage AI coding tools to build prototypes without a traditional engineering background.
How to Write a PRD for AI Coding Tools
Learn the specific format and content that makes PRDs most effective when used as prompts for AI coding tools like Cursor, Lovable, and Bolt.
10 Free PRD Templates for AI Coding Tools
Ready-to-use PRD templates optimized for AI coding tools. Copy, customize, and paste into your favorite AI builder to start prototyping immediately.
Ready to Prototype?
Use our Prototype Assistant to structure your requirements and generate optimized prompts for any AI coding tool.
Try the Assistant