PRD2Prototype
Directory

AI Coding Tools for Product Managers

Browse our growing directory of AI coding tools, synced live from our database. Find the right tool for your workflow, whether you are building your first prototype or iterating on an existing codebase.

112 tools
AWS App Studio icon
Prompt → Full App

AWS App Studio

Amazon's generative AI low-code application builder

AWS App Studio is Amazons generative AI-powered low-code application builder. Describe the business application you need and it generates a full app with UI, logic, and data. Part of the AWS ecosystem. Best for enterprises already using AWS that need internal apps fast.

freemium
Anima icon
Design → Code

Anima

Figma to React/Vue/HTML — design-aware AI code export

Anima is a design-aware AI agent that converts Figma designs into React, Vue, or HTML/CSS code. It preserves design tokens, animations, and interactions in the output. Best for designers and developers who need pixel-perfect code from Figma without manual conversion.

freemium
App2.dev icon
Figma → Code

App2.dev

Turn ideas and Figma designs into complete web and mobile apps

App2.dev converts both natural language descriptions and Figma designs into complete web and mobile apps. Best for teams that have Figma designs and want to turn them into working apps.

freemium
Asteroid icon
Terminal AI Agent

Asteroid

AI browser agents for your back office, built in seconds

Asteroid lets you build AI browser agents that automate back-office web tasks — filling forms, scraping data, clicking through admin panels — in seconds.

paid
Augment Code icon
AI Code Editor

Augment Code

Enterprise AI coding assistant for large codebases

Augment Code is an AI coding assistant built for enterprise and large codebases. It provides code completion, refactoring, and documentation generation with deep context awareness. Best for large engineering teams working on complex codebases who need accurate, context-aware AI assistance.

paid
Autonomys icon
Terminal AI Agent

Autonomys

AI compute network for coding agents

Autonomys provides a decentralized AI compute network for running coding agents at scale. Best for teams that want to run multiple AI coding agents without managing infrastructure.

paid
Base44 icon
Prompt → Full App

Base44

Build fully-functional apps in minutes with AI — no coding

Base44 is an AI app builder focused on backend and infrastructure primitives — logic, data, auth, and business workflows. Generates production-grade backend code for serious builds.

paid
Basedash icon
No-Code Web App

Basedash

AI that builds apps from your database

Basedash connects to your existing database and uses AI to generate a complete admin panel, internal tool, or customer-facing app around it automatically.

paid
Blink.new icon
Prompt → Full App

Blink.new

#1 Full Stack Agentic Vibe Coding Platform

Blink.new positions itself as the #1 full stack agentic vibe coding platform — handles frontend, backend, APIs, and deployment from a single prompt. Built by the StackBlitz team (now part of Google).

freemium