用 AI Vibe Coding 培养下一代真正会做产品的未来开发者。 Training the next generation of Future Developers who actually ship products — powered by AI vibe coding.
终端 · Git · 编程语言 — Web · 移动端 · 数据后端 — 完整作品上线 terminal · git · languages — web · mobile · data — ship a real product
「让 AI 成为搭档，让代码成为创造力的画笔。
做出真正能上线、能被使用的作品。」 “Let AI be a partner. Let code be a brush for creativity.
Build things that ship — and get used.”
把 AI 当协作者，而不是答案机。学会描述问题、拆解任务、复盘结果。 Treat AI as a collaborator, not an answer machine. Learn to describe problems, decompose tasks, review results.
终端、Git、调试、部署。从一开始就用真正工程师的工具与流程。 Terminal, git, debugging, deployment. Use real engineer tooling and workflow from day one.
每一个模块都做出可演示的产物。上线、分享、被人使用，才算完成。 Every module produces a demoable artifact. Done means shipped, shared, and used by real people.
什么是软件 / 工程师 / Vibe Coding What software, engineers, and vibe coding actually are
终端 · Git · IDE · 包管理 Terminal · git · IDE · package manager
Python · JS/TS · 数据与算法 Python · JS/TS · data & algorithms
Prompt 工程 · 任务拆解 · Code Review Prompt engineering · task decomposition · code review
HTML/CSS · React · 部署上线 HTML/CSS · React · deploy & ship
React Native · Expo · 真机调试 React Native · Expo · device debugging
API · 数据库 · 第三方服务 APIs · databases · third-party services
Capstone · 1–3 个完整作品 Capstone · 1–3 finished projects
阅读文档 · 开源协作 · 安全伦理 Docs · open source · security & ethics
适合刚接触编程、想看看自己感不感兴趣的初中生。每周 1 次 + 1 个小作业。 For middle schoolers new to coding, testing the waters. One class + one small assignment per week.
适合想认真把"开发能力"作为长期技能的高中生。包含一个完整 Capstone 项目。 For high schoolers serious about engineering as a long-term skill. Includes a full capstone.
适合已有基础、想在一个暑假内端到端做出 1 个真实作品的学员。集中、密集、上线。 For students with a base who want to ship one end-to-end product in a summer. Intense, focused, shipped.
学员两两结对，再加 AI = 三方协作。互相讲解、强迫输出、避免"假装懂"。 Students pair up, then add AI = three-way collaboration. Explain to each other; output is forced; no faking understanding.
每个模块都对应一个可交付产物，而不是抽象作业。学完即有作品。 Every module ships an artifact, not abstract homework. Finishing = having something to show.
GitHub 公开仓库 · 个人博客 · Demo Day · 让世界看见，倒逼成长。 Public GitHub repos · personal blogs · Demo Day · pressure-tested by an audience.
每个 Bug 都被记录、归类、复盘。形成属于自己的"踩坑词典"。 Every bug is logged, classified, reviewed. Each student builds their own “trap dictionary.”
导师把方向，助教陪练。每周一对一 Code Review，针对性反馈。 Mentors set direction; TAs practice alongside. Weekly 1:1 code review with targeted feedback.
用作品质量、上线情况、Code Review 表现作为评价 · 不靠卷面分。 Evaluated on artifact quality, shipping, and code review performance. Not test scores.
有自己的域名 · 介绍自己与作品 · 可分享给老师/同学/招生官。 Own domain · about self & projects · shareable with teachers, peers, admissions.
3–5 个解决真实问题的小脚本：自动整理文件、爬取数据、生成报告。 3–5 small scripts solving real problems: file organization, scraping, report generation.
一个上线、可访问、有用户使用的 Web 工具或小游戏。 A shipped, accessible web tool or game with real users.
至少一个能装到手机上的 App · 解决一个真实场景需求。 At least one app installable on a phone, solving one real-world need.
一个完整端到端的项目，含设计文档、源码、上线版本、复盘博客。 A full end-to-end project with design docs, source, live version, and retrospective.
持续提交记录 · 优雅的 README · 可被搜到的开源贡献。 Consistent commit history · elegant README · open-source contributions that turn up in search.
AI 让"会做事"的门槛变低了，但"想做出真正有人用的东西"的门槛没变。我们想培养的，正是后者。 AI lowered the bar for “being able to do it.” The bar for “wanting to make something people actually use” hasn’t moved. That second one is what we’re after.