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Awesome Software Composers

What is a software composer?

To be a software composer is to select, arrange and blend pre-existing components, libraries and APIs into a complete and expressive solution.

Software composers use AI & LLM powered tools to move from idea -> code -> deployment quickly and expressively with natural language. For a longer introduction read The Rise of the Software Composer.

Software composer silhouette against glowing code and crowd

Table of Contents

Getting started

Education

The most popular workflow

Software composers are using a combination of tools to move from idea -> code -> deployment but the most popular workflow is as follows:

Idea

  • V0 to generate an initial UI design from a text prompt

Code

  • Cursor and composer to generate the code to implement the design
  • Git & GitHub to version control
  • Firebase to persist the data

Deployment

  • Replit or Vercel to deploy the application
flowchart LR
    subgraph idea[Idea]
        prompt[Text Prompt] --> V0[v0.dev]
    end

    subgraph development[Development]
        subgraph versioning[Versioning with GitHub]
            cursor[Cursor/Composer]
        end
        firebase[(Firebase)]
    end

    subgraph deployment[Deployment]
        deploy[Replit/Vercel]
    end

    V0 --> cursor
    versioning --> firebase
    firebase --> deploy

    style idea fill:#f0f7ff,stroke:#666
    style development fill:#f5f5f5,stroke:#666
    style deployment fill:#f7f0ff,stroke:#666
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Active Communities

Tools

The most popular tools that enable the software composer workflow

  • V0 - A generative UI tool that uses AI to create React components from text prompts or images, leveraging shadcn/ui and Tailwind CSS for seamless integration.
  • Cursor - An AI-powered code editor that acts as a pair programmer, assisting with code generation, refactoring, and debugging to boost productivity. Software composers takes its name from Cursor's eponymous "composer" feature.
  • Replit - A collaborative, browser-based IDE for building and sharing applications. Replit supports multiple programming languages and enables instant deployment, live previews, and real-time collaboration with other developers.
  • Firebase - A Google-backed platform offering real-time databases, authentication, cloud storage, and serverless hosting for fast app prototyping and scaling.
  • Clerk - A plug-and-play user authentication and identity service that simplifies sign-ups, logins, and account management, with support for social logins and MFA.
  • Vercel - A cloud platform for fast, reliable web app deployment, optimized for frameworks like Next.js, with serverless functions and edge caching.
  • Github - The go-to platform for version control and collaboration, offering Git hosting, pull requests, CI/CD with GitHub Actions, and project management tools.

One-stop shop products

The following products seek to provide a one-stop shop for the software composer workflow from idea -> code -> deployment.

  • Bolt.new - Prompt, run, edit, and deploy full-stack web apps.
  • Loveable Promises idea to app in seconds.
  • Github Spark - [Technical Preview] Enabling anyone to create or adapt software for themselves, using AI and a fully-managed runtime. Focus on building and sharing personalized micro-apps

All tools by category

Foundation Models

  • GPT-4o - An advanced AI language model by OpenAI, designed to enhance reasoning and problem-solving capabilities across various domains.
  • GPT-4o Mini - A compact version of GPT-4o, offering similar advanced reasoning abilities in a more resource-efficient package.
  • GPT-o1 preview - A preview of OpenAI’s upcoming model, GPT-o1, focusing on improved human-like reasoning and complex task-solving.
  • Claude 3.5 Sonnet - Anthropic’s AI model optimized for enhanced reasoning, coding skills, and computer use, featuring a 200K context window.
  • Claude 3.5 Haiku - A fast AI model by Anthropic, delivering advanced coding, tool use, and reasoning at an accessible price point.
  • Gemini 1.5 Pro - Google DeepMind’s AI model offering general performance across a wide range of tasks, with a context window of up to two million tokens.
  • Gemini 1.5 Flash - A lightweight, fast, and cost-efficient AI model by Google DeepMind, optimized for speed and efficiency with a context window of up to one million tokens.
  • Poolside - An AI platform focused on software engineering, offering foundation models, an API, and an assistant to enhance developer productivity.
  • DeepSeek Coder - A Chinese AI model developed by DeepSeek, known for its strong performance in natural language processing tasks.

Frontend AI tools

  • V0 - A generative UI tool that uses AI to create React components from text prompts or images, leveraging shadcn/ui and Tailwind CSS for seamless integration.
  • Magic Pattern - A generative UI tool that uses AI to create CSS patterns from text prompts or images, leveraging Tailwind CSS for seamless integration.
  • Uizard - An AI-powered design tool that transforms text prompts into editable UI designs, facilitating rapid prototyping and iteration.
  • Visily - Offers AI-driven features like converting text descriptions, sketches, or screenshots into editable wireframes and mockups, streamlining the design process.
  • Galileo AI - Generates editable UI designs from simple text prompts, assisting designers in quickly visualizing and iterating on ideas.
  • Components AI - Provides tools for creating generative design systems, including responsive components and pages, with a focus on computational theming and accessibility.
  • Figma AI - Figma’s AI features, including “First Draft,” utilize generative AI to assist designers in creating app designs from text prompts. These tools offer various design libraries, from low-fidelity wireframes to high-fidelity visuals, streamlining the design process

Frontend Libraries

  • Shadcn - A library of pre-built components that can be used to create React applications with a focus on consistency and ease of use.
  • Tailwind CSS - A utility-first CSS framework for rapidly building custom designs.

AI Code Editors & Co-pilots

  • Cursor - An AI-powered code editor that acts as a pair programmer, assisting with code generation, refactoring, and debugging to boost productivity. Software composers takes its name from Cursor's eponymous "composer" feature.
  • GitHub Copilot - The world's first AI code editor and pair programmer
  • Codeium Windsurf - An AI-powered IDE by Codeium that enhances developer productivity through real-time agentic collaboration and advanced code generation features.
  • Zed - A fast, collaborative code editor designed for modern development teams, with real-time pair programming and a minimal interface.
  • Aider AI - A chatbot-style AI tool for developers that assists with coding tasks, debugging, and project management.
  • Tabnine - An AI code assistant that accelerates and simplifies software development while keeping your code private, secure, and compliant.
  • GPT Engineer - [Open Source] Platform to experiment with the AI Software Engineer. Terminal based.
  • Cline - [Open Source] Autonomous coding agent right in your IDE, capable of creating/editing files, executing commands, using the browser, and more with your permission every step of the way
  • PearAI - [Open Source] An Open Source AI Code Editor similar to Cursor
  • SourceGraph Cody - AI-powered code search and explanation tool, providing insights into large codebases and improving developer productivity.
  • Jetbrains AI - An integrated feature in JetBrains IDEs that leverages AI to enhance development workflows with capabilities like code generation, context-aware completion, and automated test creation.

Backend & Persistence

  • Firebase - A Google-backed platform offering real-time databases, authentication, cloud storage, and serverless hosting for fast app prototyping and scaling.
  • Supabase - An open-source Firebase alternative providing tools like PostgreSQL, real-time updates, authentication, and storage for scalable backend development.

Deployment & Hosting

  • Vercel - A cloud platform for fast, reliable web app deployment, optimized for frameworks like Next.js, with serverless functions and edge caching.
  • Netlify - Similar to Vercel, a platform for building and deploying web apps, offering continuous deployment, serverless functions, and a CDN for fast content delivery.
  • Replit - A collaborative, browser-based IDE for building and sharing applications. Replit supports multiple programming languages and enables instant deployment, live previews, and real-time collaboration with other developers.

Version Control & Collaboration

  • Github - The go-to platform for version control and collaboration, offering Git hosting, pull requests, CI/CD with GitHub Actions, and project management tools.
  • Gitlab - A Git-based platform for collaboration, offering project management, CI/CD pipelines, and a range of tools for software development.

Authentication & Identity

  • Clerk - A plug-and-play user authentication and identity service that simplifies sign-ups, logins, and account management, with support for social logins and MFA.
  • Auth0 - A comprehensive authentication and authorization platform that supports a wide range of identity providers, including social logins, and offers flexible configuration options for secure authentication.

In the wild

Real Applications

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