easy-vibe  by datawhalechina

Master AI-native product development with Vibe Coding

Created 2 weeks ago

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Project Summary

Summary This project addresses the gap between AI coding tools and practical product development by teaching "Vibe Coding" through a project-based curriculum. It targets beginners, intermediate, and advanced developers aiming to build AI-native applications from concept to deployment, empowering individuals to become full-stack AI developers capable of integrating front-end, back-end, AI capabilities, and product design.

How It Works The core approach is a structured, three-stage practical learning path emphasizing "Vibe Coding," a methodology for organizing AI-assisted development workflows. The curriculum progresses from local web app prototypes using AI tools and APIs, through full-stack development with databases and deployment (e.g., Supabase), to building complex cross-platform applications. This project-centric method aims to bridge the gap between toy AI projects and production-ready products, enabling users to implement any idea into a usable application.

Quick Start & Requirements

  • Install/Run: Modern approach: Use an AI IDE (VSCode, Cursor, Trae) and prompt "请你帮我运行这个项目的本地服务". Old approach: npm install && npm run dev, then access http://localhost:3000.
  • Prerequisites: Basic programming experience (any language) and interest in AI/product development are recommended. No specific hardware (GPU/CUDA) or strict Python version requirements are detailed for the core setup.
  • Links: English README: https://github.com/THU-SIGS-AIID/ai-vibe-coding-101/blob/main/README.md

Highlighted Details

  • Teaches "Vibe Coding" for structured AI-assisted development workflows.
  • Features a 3-stage practical path: Web prototypes, Full-stack deployment, Complex applications.
  • Integrates key technologies: Git, APIs, RAG, AI IDEs (Trae), Dify, Zeabur, and Supabase.
  • Includes diverse practical projects: game development, AI tools, full-stack web apps, and mobile app examples (WeChat Mini Programs, Android).

Maintenance & Community Maintained by Datawhale. Community interaction is facilitated via GitHub Issues/Pull Requests, with a "Nanny Team" for follow-up. Communication channels include a WeChat official account. A roadmap is actively being updated.

Licensing & Compatibility Licensed under Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0). This license prohibits commercial use and requires derivative works to be shared under the same license, potentially limiting integration into proprietary commercial products.

Limitations & Caveats The third stage of projects (Projects 7, 8, 9) and several extended knowledge/practice modules are marked as "in progress" (🚧), indicating incomplete or beta content. The roadmap indicates ongoing efforts to improve language and content quality, particularly for the English version.

Health Check
Last Commit

1 day ago

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Inactive

Pull Requests (30d)
4
Issues (30d)
3
Star History
1,381 stars in the last 14 days

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