- **[2026-03-29]** ✨ **Vibe Stories launched and upgraded with real user journeys**: Added a new homepage Vibe Stories section with an interactive carousel and dedicated story pages, then replaced placeholder content with four real user stories featuring a rural primary school teacher, a college student, a high school IT teacher, and a truck driver who built real products with AI. [👉 View the stories](https://datawhalechina.github.io/easy-vibe/zh-cn/vibe-stories/story-1.html)
- **[2026-03-26]** 🚀 **Major Stage 2 practice update**: Completed the SaaS capstone project "[Your First SaaS Full-Stack App: Copywriting Generator Website](https://datawhalechina.github.io/easy-vibe/en/stage-2/assignments/fullstack-app/)" and substantially expanded the "[How to integrate Stripe and payment systems](https://datawhalechina.github.io/easy-vibe/en/stage-2/backend/stripe-payment/)" section, plus key content around multi-product UI and WeChat Mini Program backend workflows.
- **[2026-03-25]** 📚 **New appendix: User Research and Requirement Validation**: Added four new articles covering idea sourcing, the Double Diamond model, Jobs to Be Done, and The Mom Test to help beginners discover and validate product ideas. [👉 Read the appendix](https://datawhalechina.github.io/easy-vibe/en/appendix/)
- **[2026-03-25]** 📚 **English documentation fully updated**: Stage 2 (Full-stack Development) and Stage 3 (Advanced Development) are now fully available in English. [👉 Start learning](https://datawhalechina.github.io/easy-vibe/en/stage-2/)
- **[2026-03-02]** 🦞 **OpenClaw and AI Agent friendly support**: Added `llms.txt` so OpenClaw, Claude, Cursor, Trae, and other AI agents can quickly understand the repository structure and find the right tutorial content.
- **[2026-03-01]** The [Advanced Development section](https://datawhalechina.github.io/easy-vibe/en/stage-3/) has been comprehensively upgraded with deep guides for Claude Code, including MCP, Skills, Agent Teams, and more, along with eight cross-platform project tutorials.
- **[2026-02-25]** Updated the [Appendix Knowledge Base](https://datawhalechina.github.io/easy-vibe/en/appendix/), now covering 9 knowledge areas and 80+ interactive topics.
- **[2026-01-27]** Added Android and iOS app development tutorials.
- **[2026-01-19]** Released interactive demos for Prompt Engineering, AI history, authentication design, Git principles, and more.
- **[2026-01-16]** Reorganized the project structure and formally established a beginner entry path.
- **[2026-01-14]** Completed a large update to the Stage 1 product prototyping docs.
- **[2026-01-13]** Refactored the documentation architecture and fully enabled multi-language support.
- **[2026-01-01]** Released the core learning map for the project.
- If you are a beginner, product manager, or founder, start with [Stage 1](https://datawhalechina.github.io/easy-vibe/en/stage-1/learning-map/)
- If you want to move from prototypes to full-stack delivery, start with [Stage 2](https://datawhalechina.github.io/easy-vibe/en/stage-2/)
- If you want advanced Claude Code workflows or cross-platform projects, go to [Stage 3](https://datawhalechina.github.io/easy-vibe/en/stage-3/)
- If you get blocked by concepts or missing background knowledge, use the [Appendix Knowledge Base](https://datawhalechina.github.io/easy-vibe/en/appendix/)
| [AI Era: If You Can Speak, You Can Code](https://datawhalechina.github.io/easy-vibe/en/stage-1/ai-capabilities-through-games/) | Get your first feel for AI coding through examples like Snake |
| [Master AI Programming Tools](https://datawhalechina.github.io/easy-vibe/en/stage-1/introduction-to-ai-ide/) | Learn how AI IDE tools work and build simple local projects with them |
| [Find Great Ideas](https://datawhalechina.github.io/easy-vibe/en/stage-1/finding-great-idea/) | Learn how to discover and validate product ideas worth building |
| [Build Product Prototypes](https://datawhalechina.github.io/easy-vibe/en/stage-1/building-prototype/) | Move from requirements to single-page and multi-page product prototypes |
| [Integrate AI Capabilities](https://datawhalechina.github.io/easy-vibe/en/stage-1/integrating-ai-capabilities/) | Integrate text, image, and video AI features |
| [Complete project practice](https://datawhalechina.github.io/easy-vibe/en/stage-1/complete-project-practice/) | Simulate real scenarios, collect user feedback, and iterate on a full project |
| [Product Thinking and Solution Design](https://datawhalechina.github.io/easy-vibe/en/stage-1/appendix-a-product-thinking/) | Core frameworks for going from zero to one with a product |
| [AI Industry Application Scenarios (B-end)](https://datawhalechina.github.io/easy-vibe/en/stage-1/appendix-industry-scenarios/) | Understand how AI is applied across industries |
| [AI Consumer Scenarios Inspiration (C-end)](https://datawhalechina.github.io/easy-vibe/en/stage-1/appendix-c-consumer-scenarios/) | Explore product opportunities in consumer AI |
#### Appendix: User Research and Requirement Validation
| Section | Key Content |
| :------ | :---------- |
| [Where to find ideas: 3 reference sources that work best for beginners](https://datawhalechina.github.io/easy-vibe/en/stage-1/appendix-idea-sources/) | Build a reliable pipeline for finding concrete product opportunities |
| [Double Diamond: first do the right thing, then do it right](https://datawhalechina.github.io/easy-vibe/en/stage-1/appendix-double-diamond/) | Use a structured process to move from scattered inspiration to a workable direction |
| [Use Jobs to Be Done to find what users really want done](https://datawhalechina.github.io/easy-vibe/en/stage-1/appendix-jobs-to-be-done/) | Analyze user goals through real tasks instead of surface-level feature requests |
| [The Mom Test: a user interview method for validating demand](https://datawhalechina.github.io/easy-vibe/en/stage-1/appendix-mom-test/) | Learn how to ask better questions and avoid false-positive feedback |
| [What to do if you encounter errors](https://datawhalechina.github.io/easy-vibe/en/stage-1/appendix-b-common-errors/) | Common vibe coding issues and how to troubleshoot them |
| [Comparison of Seven AI Programming Tools](https://datawhalechina.github.io/easy-vibe/en/stage-1/appendix-articles/example0-1/vibe-coding-tools-snake-game-tutorial) | Compare major AI coding platforms through hands-on testing |
| [Design Websites with Agents](https://datawhalechina.github.io/easy-vibe/en/stage-1/appendix-articles/example0-2/vibe-coding-tools-build-website-with-ai-coding-and-design-agents) | Learn multi-agent collaboration in practice |
| [Frontend 0: Build Your Own Asset-Production Agent with Lovart](https://datawhalechina.github.io/easy-vibe/en/stage-2/frontend/lovart-assets/) | Use Nanobanana and Lovart to batch-generate visual assets and build a drawing agent with intent recognition |
| [Frontend 1: Figma & MasterGo Basics](https://datawhalechina.github.io/easy-vibe/en/stage-2/frontend/figma-mastergo/) | Learn the workflow from design drafts to implementation-ready UI thinking |
| [Frontend 2: Build Your First Modern App - UI Design](https://datawhalechina.github.io/easy-vibe/en/stage-2/frontend/ui-design/) | Learn the UI design foundations behind modern application interfaces |
| [Frontend 3: UI Guidelines and Multi-Product Design](https://datawhalechina.github.io/easy-vibe/en/stage-2/frontend/multi-product-ui/) | Improve consistency and aesthetics across multiple products with shared UI rules |
| [Frontend 4: Make Interfaces Beautiful with LLMs and Skills](https://datawhalechina.github.io/easy-vibe/en/stage-2/frontend/llm-skills-beautiful/) | Use prompts and plugins to make AI generate more polished, distinctive interfaces |
| [Frontend 4: Let's Build Hogwarts Portraits](https://datawhalechina.github.io/easy-vibe/en/stage-2/frontend/hogwarts-portraits/) | Build an interactive AI-image frontend project from scratch |
| [Frontend 6: From Design Prototype to Project Code](https://datawhalechina.github.io/easy-vibe/en/stage-2/frontend/design-to-code/) | Turn design prototypes into frontend code that can really run in the browser |
| [Frontend 7: Upgrade Your UI with Modern Component Libraries](https://datawhalechina.github.io/easy-vibe/en/stage-2/frontend/modern-component-library/) | Use component libraries to build professional interfaces faster |
| [Backend 1: Learn Git and GitHub](https://datawhalechina.github.io/easy-vibe/en/stage-2/backend/git-workflow/) | Master core version control operations and collaboration workflows with Git |
| [Backend 2: From Database to Supabase](https://datawhalechina.github.io/easy-vibe/en/stage-2/backend/database-supabase/) | Learn relational database basics and use Supabase as a modern BaaS platform |
| [Backend 3: Backend API Design and Development](https://datawhalechina.github.io/easy-vibe/en/stage-2/backend/ai-interface-code/) | Use AI to assist API design, backend code generation, and API documentation |
| [Backend 4: Ship Your Product Prototype](https://datawhalechina.github.io/easy-vibe/en/stage-2/backend/zeabur-deployment/) | Quickly deploy full-stack applications to the cloud with Zeabur |
| [Backend 5: From IDEs to CLI AI Coding Tools](https://datawhalechina.github.io/easy-vibe/en/stage-2/backend/modern-cli/) | Explore terminal-first AI coding workflows for modern development |
| [Backend 6: Integrate Stripe and Other Billing Systems](https://datawhalechina.github.io/easy-vibe/en/stage-2/backend/stripe-payment/) | Add monetization with payment and billing capabilities |
#### Major Projects
| Section | Key Content |
| :------ | :---------- |
| [Major Project 1: Your First SaaS Full-Stack App - AI Copywriting Website](https://datawhalechina.github.io/easy-vibe/en/stage-2/assignments/fullstack-app/) | Build an AI marketing copy workspace with login, generation, billing, and admin management |
| [Major Project 2: Online Exam and Management System](https://datawhalechina.github.io/easy-vibe/en/stage-2/assignments/modern-frontend-trae/) | Build an online exam system with question generation, test-taking flows, and admin tools |
| [AI 1: Dify Basics & Knowledge Base Integration](https://datawhalechina.github.io/easy-vibe/en/stage-2/ai-capabilities/dify-knowledge-base/) | Learn to build AI applications with Dify and integrate private knowledge bases |
| [Getting started with Claude Code](https://datawhalechina.github.io/easy-vibe/en/stage-3/core-skills/basics/) | Installation, setup, fundamentals, and useful commands |
| [Claude Code MCP guide](https://datawhalechina.github.io/easy-vibe/en/stage-3/core-skills/mcp/) | Connect Claude Code to GitHub, databases, APIs, and other services through MCP |
| [Claude Code Skills guide](https://datawhalechina.github.io/easy-vibe/en/stage-3/core-skills/skills/) | Package expertise into reusable skills you can use again and again |
| [How to keep Claude Code working for long-running tasks](https://datawhalechina.github.io/easy-vibe/en/stage-3/core-skills/long-running-tasks/) | Design long-running tasks so coding tools can keep working until the job is done |
| [Claude Agent Teams guide](https://datawhalechina.github.io/easy-vibe/en/stage-3/core-skills/agent-teams/) | Coordinate multiple AI instances like a real development team |
| [Claude Code Superpowers for engineering-grade development](https://datawhalechina.github.io/easy-vibe/en/stage-3/core-skills/superpowers/) | Help AI produce engineering-grade code with TDD and best practices |
| [Claude Code workflow best practices](https://datawhalechina.github.io/easy-vibe/en/stage-3/core-skills/workflow/) | Best practices for refactoring, code review, and daily development |
| [Claude Code remote development on mobile](https://datawhalechina.github.io/easy-vibe/en/stage-3/core-skills/mobile-development/) | Use Claude Code beyond the desktop and build a productive remote workflow on mobile devices |
| [Claude Agent SDK complete guide](https://datawhalechina.github.io/easy-vibe/en/stage-3/core-skills/claude-agent-sdk/) | Build custom agent workflows and integrate Claude into your own tools with the SDK |
| [From vibe coding to spec coding](https://datawhalechina.github.io/easy-vibe/en/stage-3/core-skills/spec-coding/) | Move from ad-hoc prompting to a more structured, specification-driven AI development workflow |
| [How to choose the right platform for your app](https://datawhalechina.github.io/easy-vibe/en/stage-3/cross-platform/choose-platform/) | Compare app forms and choose the right platform based on users, scenarios, and delivery goals |
| [Build a WeChat Mini Program](https://datawhalechina.github.io/easy-vibe/en/stage-3/cross-platform/wechat-miniprogram/) | Understand the ecosystem and ship a frontend mini program from template to launch |
| [Build a WeChat Mini Program with backend](https://datawhalechina.github.io/easy-vibe/en/stage-3/cross-platform/wechat-miniprogram-backend/) | Add backend logic and databases to complete the full business loop |
| [Build an Android app](https://datawhalechina.github.io/easy-vibe/en/stage-3/cross-platform/android-app/) | Learn Android app development with a modern native workflow |
| [Build an iOS app](https://datawhalechina.github.io/easy-vibe/en/stage-3/cross-platform/ios-app/) | Learn iOS app development and the conventions of the Apple ecosystem |
| [Build a local PWA app](https://datawhalechina.github.io/easy-vibe/en/stage-3/cross-platform/pwa-local-app/) | Turn a website into a real app with offline support, push, and installation |
| [Build a browser AI assistant extension](https://datawhalechina.github.io/easy-vibe/en/stage-3/cross-platform/browser-ai-extension/) | Create a Chrome extension that summarizes any page with either cloud APIs or built-in AI |
| [Build an Electron desktop app](https://datawhalechina.github.io/easy-vibe/en/stage-3/cross-platform/electron-voice-to-text/) | Build a voice-to-text desktop app with Electron for three platforms |
| [Rapidly build and mint an NFT](https://datawhalechina.github.io/easy-vibe/en/stage-3/cross-platform/nft-minting/) | Write a smart contract from scratch, deploy it, and mint your own NFT |
| [Build a VS Code extension](https://datawhalechina.github.io/easy-vibe/en/stage-3/cross-platform/vscode-extension/) | Build an AI project assistant with templates, code chat, and multi-file Q&A |
| [Build an industrial-grade Qt desktop app](https://datawhalechina.github.io/easy-vibe/en/stage-3/cross-platform/qt-industrial-hmi/) | Create a real-time Qt HMI system with trends, alerts, and monitoring |
| [What is RAG and how does it work](https://datawhalechina.github.io/easy-vibe/en/stage-3/ai-advanced/rag-introduction/) | Build a systematic understanding of RAG principles and common architectures |
| [Intermediate and advanced RAG workflows with LangGraph](https://datawhalechina.github.io/easy-vibe/en/stage-3/ai-advanced/langgraph-advanced-rag/) | Design multi-step workflows and more advanced RAG systems |
> Covering **9 major knowledge areas** and **80+ interactive topics**, this appendix uses animation and visual components to help you intuitively understand core concepts from computer fundamentals to the AI frontier.
>
> 👉 [View the full appendix](https://datawhalechina.github.io/easy-vibe/en/appendix/)
Our team has also created other courses! Check them out:
[](https://github.com/walkinglabs/hands-on-modern-rl)
**Hands-on Modern RL**: An open-source, hands-on curriculum bridging the gap from basic RL concepts to LLM alignment, RLVR, and advanced Agentic systems.
- If you find an issue or see something that can be improved, feel free to open an issue. If nobody replies, you can also contact the [Datawhale support team](https://github.com/datawhalechina/DOPMC/blob/main/OP.md).
- If you want to contribute, open a pull request. If nobody replies, you can also contact the [Datawhale support team](https://github.com/datawhalechina/DOPMC/blob/main/OP.md).
- If you want to start a new Datawhale open-source project, please follow the [Datawhale Open Source Project Guide](https://github.com/datawhalechina/DOPMC/blob/main/GUIDE.md).
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