Hance Zhang
@hance_zhang7
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Building ShellAgent @myshell_ai Undergrad @TuftsUniversity, Deferred MBA @KelloggSchool Focus Only On Important Things; Endure Ambiguity
Tokyo-to, Japan
Joined January 2024
We evolve thoughts so that thoughts could die instead of us.
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RT @StanLu_Yizhimo: “纯粹结构驱动”推理，是一种不接受过多“先验知识”（即使是概率分布），只接受来自环境的“及时感知”，依靠形式逻辑结构+现实反馈验证，不断地自构命题与验证. 这是一种哲学和技术混合的“实验”.
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RT @YanyuRensheng: AI素��，或者说AI驾驭能力，很难仅仅通过学习的方式来获得。太需要实践了，而且理论性的东西过时太快。.例如提示词工程，如今已经要让位于上下文工程。但是如果之前缺乏提示词优化的实践经验，理解上下文工程的一些基本概念都会比较困难。.
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RT @nrqa__: 🚨BREAKING: this AI agent tells you how to manage your money for a trip better than any travel agent. it booked flights, picked….
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我发现很多人在初学某项知识的时候很容易陷入“定义”/“概念”的分类之争不能自拔，非常教条主义。. 比如做ai 产品到现在还在争论agent 和workflow 的区别，对某个产品到底是算agent 还是workflow 争得面红耳赤。一些（自认为）读懂了bitter lesson 的人恨不得把任何workflow.
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RT @op7418: 试了一下 MyShell 新推出的 ShellAgent 2.0. 这个有意思的点是，没有前端页面。. 都在一个 Chatbot 里面用通用组件交互，只需要专注 Agent 流程本身就好. 用户也不用管展示，只说功能逻辑就行. 我用他做了几个好玩的 Ag….
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We must break free from the assumption that tomorrow’s software is just today’s GUI web app mass-produced by AI; its very form and user experience need a radical re-imagining.
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Currently in AI coding, people tend to think success = how fast it can build something that looks great, but this is actually not agentic, the agentic success should be = how much autonomy you hand over.
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RT @gregisenberg: there's a quiet shift happening in how we design software. we're moving from UX to AX (agentic experience). traditional….
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I literally made myself cry when I finished writing this article.
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the most ambitious and high potential project I have ever done in my life. Will be giving out 5 invite code in this thread.
1/ Introducing ShellAgent 2.0 — the Agent for App Building. No more dev tools. No more waiting. No more “almost-working” demos. Just say your idea — ShellAgent 2.0 builds the backend, sets up hosting, designs the UI, and ships the app. From idea to app — as easy as posting on
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The most exciting product I ever did.
The world's first ❓ . ❓ = Claude Code + Cursor + v0 + ♾️.❓ = AI × (CapCut + TikTok).❓ = the Instagram of AI agents. Coming soon!
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