A curated list of tools, platforms, and resources for vibe coding — building software through natural language prompts instead of traditional code.
Vibe coding represents a paradigm shift: describe what you want in plain English, and AI builds it. No syntax to memorize, no frameworks to learn, no deployment to configure.
What is Vibe Coding? The term was coined by Andrej Karpathy to describe a new way of building software where you "fully give in to the vibes, embrace exponentials, and forget that the code even exists."
📖 Complete Guide: What is Vibe Coding? — Deep dive into the concept, workflow, and best practices.
🚀 Try Vibe Coding Now — Build your first app in minutes.
- Workspace DNA: The Living Software Architecture
- AI App Builders
- AI Code Editors
- CLI & Terminal Tools
- AI Agents & Autonomous Coding
- AI Website Builders
- AI Component & UI Generators
- AI Database & Backend Tools
- AI Automation Platforms
- MCP & Model Context Protocol
- Open Source Tools
- Documentation & Templates
- Prompt Engineering
- Learning Resources
- Communities
- News & Media
- Podcasts & YouTube
- Showcases
- Glossary
The most powerful vibe coding tools don't just generate code — they create living software that evolves with your data. This architecture, pioneered by Taskade Genesis, has three pillars:
| Pillar | What It Does | Why It Matters |
|---|---|---|
| 🧠 Memory (Projects & Databases) | Your workspace stores all data — tasks, docs, files, knowledge | No external database needed. Your app inherits your existing data. |
| 🤖 Intelligence (AI Agents) | Autonomous agents that understand context and execute work | Apps don't just display data — they act on it 24/7. |
| ⚡ Execution (Automations) | Triggers, workflows, and 100+ integrations | Work happens automatically without manual intervention. |
Traditional vibe coding tools generate code you must deploy and maintain. Workspace DNA creates living apps that:
- Already have a backend — Your workspace is the database
- Already have intelligence — AI agents handle logic
- Already have integrations — Automations connect everything
- Already have collaboration — Real-time editing, chat, and video
Learn more:
- How Workspace DNA Works — The architecture explained
- The Origin of Living Software — Why living software changes everything
- Understanding Workspace DNA — Technical documentation
Tools that generate complete applications from natural language descriptions.
Build apps without writing or managing code. Your prompts become live applications.
| Tool | Pricing | Best For | Why It's Awesome |
|---|---|---|---|
| Taskade Genesis | Free tier | Teams, business apps | Workspace DNA architecture. Your workspace becomes the backend with AI agents, databases, and automations. One prompt = one live app. Full Review → |
| Glide | Free tier | Mobile apps | Turn spreadsheets into polished mobile apps. Great for internal tools. |
| Softr | Free tier | Client portals | Build apps from Airtable or Google Sheets. Strong on permissions. |
| Adalo | Free tier | Native mobile | Drag-and-drop with AI assistance. Publishes to app stores. |
| Bubble | Free tier | Complex web apps | Most powerful no-code platform. AI features for workflows. |
Generate code you can own, modify, and deploy anywhere.
| Tool | Pricing | Best For | Why It's Awesome |
|---|---|---|---|
| Bolt | Free tier | Fast prototypes | WebContainers run a full dev environment in-browser. Incredibly fast. Compare → |
| Lovable | Free tier | Full-stack apps | Generates complete React + Supabase apps. Clean, production-ready code. Alternatives → |
| Replit | Free tier | Learning | Cloud IDE with AI. Zero setup, instant deployment. Alternatives → |
| Create | Waitlist | Rapid MVPs | AI-first app builder with clean UI generation. |
| Tempo | Free tier | React apps | Visual React editor with AI. Edit components visually or with prompts. |
| Softgen | Free tier | Full-stack | AI generates entire full-stack apps. Firebase and Supabase integration. |
| Rork | Free tier | Mobile apps | Build React Native apps with AI. Export to Expo. |
| Marblism | Paid | SaaS boilerplates | Full SaaS applications with auth and payments. |
| Lazy AI | Free tier | Backend-heavy apps | Focuses on business logic and API generation. |
| Creatr | Free tier | Landing pages | AI landing page builder with beautiful templates. |
| Google AI Studio | Free tier | Gemini prototypes | Prototype with Gemini models. Export to code. |
| Napkins.dev | Free tier | Screenshot-to-code | Turn screenshots and wireframes into working code. |
IDEs and editors with deep AI integration for assisted development.
Complete development environments rebuilt for AI-first workflows.
| Tool | Pricing | Best For | Why It's Awesome |
|---|---|---|---|
| Cursor | Free tier | Professional dev | VS Code fork with codebase-aware AI. Multi-file editing feels like magic. Compare → |
| Windsurf | Free tier | Multi-file refactoring | Cascade AI understands your entire codebase. Runs terminal commands autonomously. Compare → |
| Amazon Kiro | Free preview | Spec-driven dev | AWS's agentic IDE. Specs, hooks, and steering files for structured AI development. |
| Firebase Studio | Free preview | Full-stack AI apps | Google's cloud IDE with App Prototyping agent. Natural language to deployed app. |
| Zed | Free | Performance | Rust-based editor. Blazing fast with built-in AI and multiplayer. |
| JetBrains AI | Subscription | Enterprise | AI assistant across all JetBrains IDEs. Deep language understanding. |
| Visual Studio + Copilot | Subscription | .NET developers | Tight integration with Microsoft ecosystem. |
| Dyad | Free | Local-first | Privacy-focused AI app builder. Run entirely on your machine. |
Add AI superpowers to your existing editor.
| Tool | Pricing | Best For | Why It's Awesome |
|---|---|---|---|
| GitHub Copilot | $10/month | General coding | The original AI pair programmer. Best training data from GitHub. |
| Cline | Free | Autonomous tasks | 4M+ installs. Full file editing, terminal commands, and browser control with human approval. |
| Roo Code | Free | Multi-agent dev | Fork of Cline with Architect/Code/Ask modes. Multi-agent orchestration for complex projects. |
| Kilo Code | Free | Best of both | Superset of Cline + Roo. MCP marketplace, JetBrains support, $8M funded. |
| Codeium | Free | Budget-conscious | Free alternative to Copilot. Supports 70+ languages. |
| Supermaven | Free tier | Speed | 1M token context window. Extremely fast completions. |
| Tabnine | Free tier | Privacy-focused | Can run locally. Trains on your codebase. |
| Amazon Q | Free tier | AWS developers | Deep AWS integration. Security scanning built in. |
| Sourcegraph Cody | Free tier | Large codebases | Best-in-class codebase understanding. Enterprise-ready. |
| Continue | Free | Open source | Open-source autopilot. Use any model, any IDE. |
| Augment Code | Free tier | Enterprise | Context-aware AI that understands your entire codebase and dependencies. |
| Amp | Free tier | Pair programming | AI pair programmer with deep code understanding and real-time collaboration. |
| avante.nvim | Free | Neovim users | Cursor-like AI features for Neovim. Diff-based editing in your terminal. |
Agentic coding tools that run in your terminal. The fastest-growing category in vibe coding.
Full-featured coding agents that work from the command line.
| Tool | Pricing | Best For | Why It's Awesome |
|---|---|---|---|
| Claude Code | Usage-based | Professional dev | Anthropic's official CLI. Understands your codebase, executes tasks, handles git workflows. |
| OpenAI Codex CLI | Usage-based | GPT users | OpenAI's terminal coding agent. Natural language to code execution. |
| Gemini CLI | Free tier | Google ecosystem | Google's open-source AI agent. Brings Gemini directly to your terminal. |
| Aider | Free | Git integration | Best open-source AI pair programmer. Works with any editor, commits changes. |
| Goose | Free | Extensibility | Block's open-source AI developer agent. Plugin system for custom tools. |
| RA.Aid | Free | Research tasks | Research-focused AI dev agent. Combines coding with information gathering. |
Modern terminals with AI built in.
| Tool | Pricing | Best For | Why It's Awesome |
|---|---|---|---|
| Warp | Free tier | Daily terminal use | AI-native terminal. Natural language commands, intelligent autocomplete. |
| GitHub Copilot CLI | Subscription | GitHub users | Explain commands, generate shell scripts, translate between shells. |
| Amazon Q CLI | Free tier | AWS workflows | AI autocomplete for 500+ CLIs. Deep AWS integration. |
Tools for specific coding workflows.
| Tool | Pricing | Best For | Why It's Awesome |
|---|---|---|---|
| Claude Task Master | Free | Project management | AI-driven task management for dev projects. Integrates with Claude. |
| GPT Pilot | Free | Full app dev | Builds entire apps from scratch. Interactive development with AI. |
| Mentat | Free | Code coordination | Coordinates AI coding across your project. Context-aware assistance. |
| Sweep | Free tier | GitHub PRs | AI junior developer. Handles issues and creates PRs automatically. |
AI that doesn't just assist — it works independently on complex tasks.
| Tool | Pricing | Best For | Why It's Awesome |
|---|---|---|---|
| Taskade AI Agents | Free tier | Business workflows | Agents that understand your workspace context and execute tasks 24/7. Multi-agent orchestration. |
| Devin | Waitlist | Full autonomy | First "AI software engineer." Plans, codes, debugs, and deploys autonomously. |
| OpenHands | Free | Open source Devin | Open-source autonomous coding agent. Run locally or in cloud. |
| Aider | Free | Terminal users | AI pair programming in your terminal. Works with any editor. |
| GPT Engineer | Free | Prototyping | Specify what you want, AI generates entire codebase. |
| Sweep | Free tier | GitHub PRs | AI junior developer that handles issues and creates PRs. |
| Codegen | Beta | Enterprise | AI agents for large-scale codebase changes. |
| Mentat | Free | Coordination | Coordinates coding across your project with AI. |
Generate websites from descriptions, not wireframes.
| Tool | Pricing | Best For | Why It's Awesome |
|---|---|---|---|
| Taskade AI Websites | Free tier | Functional sites | Websites with built-in AI, forms, and workspace integration. |
| Webflow | Free tier | Design control | Visual builder with AI content. Professional-grade output. Compare → |
| Framer | Free tier | Animations | Beautiful sites with complex interactions. AI layout suggestions. |
| Durable | Paid | Small business | Generate a complete business website in 30 seconds. |
| 10Web | Paid | WordPress | AI-generated WordPress sites with hosting included. |
| Hostinger AI | Paid | Beginners | Simple AI website builder with hosting bundled. |
| Wix ADI | Free tier | Non-technical | Answer questions, get a website. Extremely beginner-friendly. |
Generate UI components, not entire applications.
| Tool | Pricing | Best For | Why It's Awesome |
|---|---|---|---|
| V0 | Free tier | React/shadcn | Vercel's AI generates beautiful React components. Production-ready. Compare → |
| Claude Artifacts | Free tier | Quick prototypes | Generate interactive React components in chat. |
| ChatGPT Canvas | Plus/Team | Iteration | Edit code collaboratively with GPT-4. |
| Galileo AI | Waitlist | Design systems | Generate UI designs from text. Outputs to Figma. |
| Uizard | Free tier | Wireframes | Turn sketches into editable designs. |
| Locofy | Free tier | Design-to-code | Convert Figma to React, Vue, or HTML. |
| Builder.io | Free tier | Headless CMS | AI-powered visual editor with code export. |
Generate and manage data layers with AI.
| Tool | Pricing | Best For | Why It's Awesome |
|---|---|---|---|
| Supabase | Free tier | Postgres apps | AI generates SQL, RLS policies, and Edge Functions. |
| Xata | Free tier | Serverless data | AI-native database with built-in search and ask. |
| PlanetScale | Free tier | MySQL at scale | AI helps with schema and query optimization. |
| Neon | Free tier | Serverless Postgres | Branching databases with AI queries. |
| Convex | Free tier | Real-time apps | Backend-as-a-service with AI code generation. |
| Firebase + Gemini | Free tier | Mobile backends | Google's AI integrated into Firebase. |
Connect apps and automate workflows with AI.
| Tool | Pricing | Best For | Why It's Awesome |
|---|---|---|---|
| Taskade Automations | Free tier | Workspace workflows | 100+ integrations with AI agents that reason through complex tasks. Part of Workspace DNA. |
| Zapier AI | Free tier | App connections | Natural language automation. 6,000+ integrations. |
| Make (Integromat) | Free tier | Complex flows | Visual automation with AI scenario builder. |
| n8n | Free | Self-hosted | Open-source automation with AI nodes. |
| Lindy | Paid | AI employees | Create AI agents for entire job functions. |
| Bardeen | Free tier | Browser automation | AI automates repetitive browser tasks. |
| Activepieces | Free | Open source | Open-source Zapier alternative with AI. |
The Model Context Protocol (MCP) is an open standard that enables AI tools to connect with external data sources and services. Essential infrastructure for advanced vibe coding.
| Resource | Type | Why It's Awesome |
|---|---|---|
| MCP Specification | Docs | The official protocol specification. Understand how MCP works. |
| MCP Python SDK | SDK | 21k+ stars. Build MCP servers and clients in Python. |
| MCP TypeScript SDK | SDK | 11k+ stars. Build MCP servers and clients in TypeScript. |
| MCP Inspector | Tool | Visual testing tool for MCP servers. Debug your integrations. |
Curated collections of ready-to-use MCP servers.
| Resource | Stars | Why It's Awesome |
|---|---|---|
| Official MCP Servers | High | Reference implementations: filesystem, git, fetch, memory, and more. |
| awesome-mcp-servers | High | Community-curated list of MCP servers for every use case. |
| MCP Registry | Growing | Official registry service. Like an app store for MCP servers. |
| Microsoft MCP Servers | Growing | Official Microsoft/Azure MCP integrations. |
Tools that give AI agents persistent memory and context.
| Tool | Type | Why It's Awesome |
|---|---|---|
| Byterover Cipher | Memory layer | Open-source memory for coding agents. Works with Claude Code, Cursor, Cline, and more. |
| mem0 | Memory layer | Self-improving memory for AI agents. Learns from interactions. |
| Letta (MemGPT) | Agent framework | Agents with persistent memory and self-editing capabilities. |
| Zep | Memory store | Long-term memory for AI assistants. Fast retrieval and summarization. |
Self-host and customize your vibe coding stack.
| Tool | Language | Best For | Why It's Awesome |
|---|---|---|---|
| OpenHands | Python | Autonomous agents | Open-source Devin alternative. Full coding agent. |
| Aider | Python | Terminal pairing | Best open-source AI pair programmer. |
| Continue | TypeScript | IDE extension | Open-source Copilot. Use any model. |
| GPT Engineer | Python | Code generation | Specify what you want, get a codebase. |
| Open Interpreter | Python | Computer use | AI that controls your computer through code. |
| Tabby | Rust | Self-hosted Copilot | Run your own code completion server. |
| Ollama | Go | Local models | Run LLMs locally. Essential for private vibe coding. |
| LM Studio | Electron | Local GUI | Beautiful interface for running local models. |
Resources and templates for structuring AI-assisted development projects.
Files and templates that help AI understand your codebase.
| Resource | Type | Why It's Awesome |
|---|---|---|
| AGENTS.md Guide | Template | Official guide for creating agent instruction files. Tell AI how to work with your repo. |
| CodeGuide | Generator | AI-powered documentation generator. Creates guides AI can understand. |
| cursor-rules | Collection | Curated .cursorrules files for different frameworks and languages. |
| Claude Code Plugins | Examples | Official plugin examples for extending Claude Code capabilities. |
Reusable prompts for common vibe coding tasks.
| Resource | Type | Why It's Awesome |
|---|---|---|
| Anthropic Prompt Library | Collection | Official prompts from Anthropic optimized for coding tasks. |
| awesome-chatgpt-prompts | Collection | 100k+ stars. Community prompts including dev-focused ones. |
| Fabric Patterns | Framework | AI prompt patterns for coding, writing, and analysis. |
Pre-configured projects optimized for vibe coding workflows.
| Resource | Stack | Why It's Awesome |
|---|---|---|
| create-t3-app | Next.js + tRPC | Type-safe full-stack. Great AI context from TypeScript. |
| Wasp | React + Node | Full-stack framework with AI code generation features built in. |
| Kiro Boilerplates | Various | Community templates for Amazon Kiro spec-driven development. |
Master the art of talking to AI.
| Resource | Type | Why It's Awesome |
|---|---|---|
| Anthropic Prompt Library | Reference | Official prompts from Claude's creators. |
| OpenAI Cookbook | Tutorials | Practical examples from OpenAI. |
| Learn Prompting | Course | Comprehensive free course. |
| Prompt Engineering Guide | Guide | Research-backed techniques. |
| Brex Prompt Engineering | Guide | Real-world production prompts. |
| Tool | Pricing | Why It's Awesome |
|---|---|---|
| PromptPerfect | Free tier | Automatically optimizes prompts. |
| Promptbase | Marketplace | Buy and sell proven prompts. |
| FlowGPT | Free | Community prompt sharing. |
| Dust | Free tier | Build prompt chains and workflows. |
| Article | Author | Why It's Awesome |
|---|---|---|
| What is Vibe Coding? | Taskade | The definitive guide. Workflow, best practices, examples. |
| The Origin of Living Software | Taskade | How living software replaces static apps. |
| Build Without Permission | Taskade | The philosophy behind vibe coding. |
| How Workspace DNA Works | Taskade | Architecture of workspace-powered apps. |
| What Are AI Agents? | Taskade | Understanding autonomous AI. |
| Agentic AI Systems | Taskade | Deep dive into agentic workflows and multi-agent orchestration. |
| Multi-Agent Systems | Taskade | How multiple AI agents coordinate to solve complex problems. |
| Software 2.0 | Andrej Karpathy | The foundational essay on AI-first software. |
| Tutorial | Difficulty | Why It's Awesome |
|---|---|---|
| Taskade Genesis: Living Apps | Beginner | Build living apps with one prompt. |
| AI App Beginner Examples | Beginner | Start simple, build confidence. |
| AI Dashboard Examples | Intermediate | Business intelligence with AI. |
| How to Build AI Agents | Intermediate | Step-by-step agent creation guide. |
| Train AI Agents with Your Knowledge | Intermediate | Custom knowledge bases for agents. |
| AI Automation Guide | Beginner | Automate workflows with AI. |
| Create Your First App | Beginner | Step-by-step Genesis tutorial. |
| Book | Author | Why It's Awesome |
|---|---|---|
| AI-Assisted Programming | Tom Taulli | Practical guide to coding with AI. |
| Prompt Engineering for Developers | Various | O'Reilly coverage of prompt techniques. |
Where to learn, share, and get help.
| Community | Platform | Focus |
|---|---|---|
| Taskade Community | Web | Browse and clone Genesis apps. Templates and workflows. |
| Claude Developers Discord | Discord | Official Anthropic community. Claude Code help and discussion. |
| Cursor Discord | Discord | Cursor-specific help. 100k+ members. |
| Cline Discord | Discord | Cline extension community. MCP discussions. |
| Replit Community | Web | Share and fork Replit projects. |
| Community | Members | Focus |
|---|---|---|
| r/ChatGPTCoding | 100k+ | AI-assisted coding tips and discussions. |
| r/vibecoding | Growing | Dedicated vibe coding community. |
| r/ChatGPT | 5M+ | General AI discussions. |
| r/LocalLLaMA | 500k+ | Self-hosted AI and local models. |
| r/cursor | Growing | Cursor IDE discussions. |
| Community | Platform | Focus |
|---|---|---|
| Hacker News | Web | Tech community. Front page for AI tool launches. |
| Vibehackers | Web | Community for vibe coding enthusiasts. |
| Indie Hackers | Web | Founders using AI to build products. |
| Product Hunt | Web | Discover new AI tools daily. |
Stay current with the rapidly evolving vibe coding landscape.
Essential reading for vibe coders. Subscribe to stay ahead.
| Newsletter | Frequency | Why It's Awesome |
|---|---|---|
| The Rundown AI | Daily | 1.75M+ readers. The industry standard for AI news. Major breakthroughs and tool launches. |
| TLDR AI | Daily | 1.25M+ readers. Technical AI developments in 5-minute reads. Research papers, tools, and news. |
| Ben's Bites | Daily | Curated AI news for builders. Focused on practical applications. |
| The Neuron | Daily | AI news explained simply. Great for staying current without the hype. |
| AlphaSignal | Weekly | AI breakthroughs + trending GitHub repos. Perfect for engineers. |
| Superhuman AI | Daily | AI tools and tutorials in 3-minute reads. Learn and master daily. |
| Vibe Coding Newsletter | Weekly | Dedicated to vibe coding. AI tips and tools for the no-code revolution. |
Individual voices shaping the vibe coding narrative.
| Blog | Author | Why It's Awesome |
|---|---|---|
| Simon Willison's Weblog | Simon Willison | Django co-creator. Best practical AI coding content. Hacker News favorite. |
| Taskade Blog | Taskade Team | Vibe coding tutorials, AI agents, workspace architecture. AI Agents Guide → |
| Pragmatic Engineer | Gergely Orosz | Senior engineering perspective on AI tools. AI Tools Deep Dive → |
| Continue Blog | Continue Team | Open-source AI coding insights. Vibe Engineering → |
| Lenny's Newsletter | Lenny Rachitsky | Product management meets AI. Building with agents. |
Where vibe coding news breaks first.
| Site | Focus | Why It's Awesome |
|---|---|---|
| Hacker News | Tech | Where AI tools launch. Front page = instant visibility. |
| Product Hunt | Launches | Daily AI tool discoveries. Community voting surfaces the best. |
| AI News (Vibe Coding) | Vibe Coding | Short weekly roundups of vibe coding tools and tips. |
| HackerNoon | Tech Stories | Developer-written AI content. Deep dives and tutorials. |
| Dev.to AI | Dev Community | Community tutorials and discussions on AI coding. |
| Podcast | Focus | Why It's Awesome |
|---|---|---|
| Latent Space | AI Engineering | Deep technical discussions with AI leaders. The podcast for AI engineers. |
| Practical AI | Applied AI | Real-world AI applications. Great for understanding practical use cases. |
| The AI Podcast (NVIDIA) | Industry | Interviews with AI pioneers and researchers. |
| Lex Fridman Podcast | Deep Dives | Long-form conversations with AI researchers and founders. |
| The Changelog | Open Source | Open-source software and the people who make it. AI tool deep dives. |
| Software Engineering Daily | Engineering | Technical interviews covering AI infrastructure and tools. |
| Channel | Focus | Why It's Awesome |
|---|---|---|
| Fireship | Dev tools | Fast, entertaining 100-second explainers. Best for quick tool overviews. |
| Theo | Web dev | In-depth reviews of vibe coding tools. Honest takes on Cursor, Bolt, etc. |
| All About AI | Tutorials | Practical AI coding tutorials. Shows building 10,000 lines in hours. |
| Matt Wolfe | AI tools | Weekly AI tool roundups. Great for discovering new tools. |
| Sentdex | ML/AI | Hands-on ML and AI tutorials. Code-heavy, end-to-end systems. |
| Two Minute Papers | Research | AI research explained in 2 minutes. Makes papers accessible. |
| freeCodeCamp | Education | Free full courses including AI and ML. Democratizing education. |
| Automata Learning Lab | AI Engineering | Deep dives into LangChain, agents, and AI engineering. O'Reilly author. |
| Code with Ania Kubów | Beginner-friendly | Accessible AI coding tutorials for beginners. |
Real-world examples of what you can build with vibe coding.
Browse and clone community-built apps powered by Workspace DNA.
| Category | Description | Explore |
|---|---|---|
| Business Apps | CRMs, dashboards, project trackers | Browse Business Apps → |
| Productivity Tools | Task managers, note systems, workflows | Browse Productivity → |
| AI Agents | Custom agents for specific tasks | Browse AI Agents → |
| Automations | Workflow templates with integrations | Browse Automations → |
Featured tutorials:
- Build a Finance Dashboard — Real-time financial tracking
- Build a Support Dashboard — Customer service hub
- Build a Room Booking System — Resource management
- Build a QR Code Generator — Utility app example
Notable projects built with vibe coding tools.
| Project | Built With | Description |
|---|---|---|
| 500 AI Agents Projects | Various | Curated collection of AI agent use cases across industries |
| Awesome Agents | Various | Community list of AI agent projects and implementations |
| Built with Replit | Replit | Community projects from the Replit platform |
| Made with Supabase | Supabase | Apps built with Supabase (common vibe coding backend) |
| Awesome Claude | Claude | Official examples and recipes from Anthropic |
Follow builders sharing their vibe coding journeys.
| Platform | What to Search | Why It's Valuable |
|---|---|---|
| X/Twitter | #vibecoding #buildinpublic | Real-time progress updates and tips |
| YouTube | "building with Cursor" "vibe coding" | Full build sessions and tutorials |
| r/vibecoding r/ChatGPTCoding | Community discussions and showcases | |
| Threads | #vibecoding | Visual build progress and demos |
Key terms in the vibe coding ecosystem.
| Term | Definition |
|---|---|
| Vibe Coding | Building software by describing what you want in natural language, letting AI handle implementation. Coined by Andrej Karpathy. |
| Living Software | Applications that evolve with your data, learn from patterns, and act autonomously through AI agents. |
| Workspace DNA | Architecture where your workspace (projects, databases, automations) becomes the backend for AI-generated apps. Learn more → |
| Prompt-to-App | The workflow of generating a complete application from a single natural language prompt. |
| AI Agents | Autonomous AI systems that can understand context, make decisions, and execute tasks without human intervention. Learn more → |
| Term | Definition |
|---|---|
| Agentic IDE | Development environment where AI acts as an autonomous collaborator, not just an assistant. Examples: Cursor, Windsurf, Kiro. |
| Agentic Workflow | Multi-step processes where AI agents coordinate to complete complex tasks. |
| Code Generation | AI producing actual source code that developers can modify and deploy. |
| Context Window | The amount of text (measured in tokens) an AI can consider at once. Larger = better codebase understanding. |
| Human-in-the-Loop | AI workflow where humans approve or modify AI actions before execution. Common in Cline, Roo Code. |
| Term | Definition |
|---|---|
| MCP (Model Context Protocol) | Open standard for connecting AI tools to external data sources and services. Created by Anthropic. |
| MCP Server | A service that exposes data or functionality to AI tools via the Model Context Protocol. |
| Agent Memory | Persistent storage that allows AI agents to remember context across sessions. |
| RAG (Retrieval-Augmented Generation) | Technique where AI retrieves relevant documents before generating responses. |
| Embeddings | Vector representations of text that enable semantic search and similarity matching. |
| Term | Definition |
|---|---|
| No-Code | Building software without writing traditional code, using visual builders or natural language. |
| Low-Code | Development approach combining visual builders with some traditional coding. |
| Multi-Agent Orchestration | Coordinating multiple AI agents to work together on complex problems. |
| Spec-Driven Development | Writing specifications that AI uses to generate and maintain code. Used by Amazon Kiro. |
| Steering Files | Configuration files (like .cursorrules or AGENTS.md) that guide AI behavior in a project. |
| Workspace Backend | Using a collaborative workspace as the database and API layer for applications. |
Traditional coding requires you to think in code — variables, functions, syntax, frameworks. Vibe coding inverts this: you think in outcomes, and AI handles the implementation.
- Describe, don't code — Natural language is the new programming language
- Outcomes over output — Focus on what you want, not how to build it
- Iterate through conversation — Refine with prompts, not debugging
- Ship fast — Minutes to deployment, not months
- Trust the vibes — Let AI make implementation decisions
| Generation | Approach | Who Can Build |
|---|---|---|
| Traditional Coding | Write code manually | Developers only |
| Low-Code | Visual builders + code | Developers + technical users |
| No-Code | Visual builders only | Technical users |
| Vibe Coding | Natural language | Everyone |
The most advanced vibe coding creates living software powered by Workspace DNA:
| Aspect | Generated Code | Living Software |
|---|---|---|
| Backend | You build it | Workspace is the backend |
| Database | You connect it | Already connected |
| AI | You integrate it | AI agents built in |
| Deployment | You manage it | Instant sharing |
| Updates | Manual | Workspace evolves, app evolves |
This isn't a temporary trend. It's how software will be built.
Contributions welcome! Please read the contribution guidelines first.
When adding a new tool, include:
- Pricing — Free tier, paid, or open source
- Best For — Who benefits most
- Why It's Awesome — What makes it stand out
To the extent possible under law, Taskade has waived all copyright and related or neighboring rights to this work.