北平市張議座中彥Gaius Zangius Iuvencus

Read, Think, Write, Reflect.

[北平市張議座中彥Gaius Zangius Iuvencus @realJohnIan]

@wangzhian8848 你忘了普丁

[北平市張議座中彥Gaius Zangius Iuvencus @realJohnIan]

@TedPillows jk

[北平市張議座中彥Gaius Zangius Iuvencus @realJohnIan]

@Alex8282019 警察大爺，你來過歐洲嗎？ 知道地中海飲食嗎？ 你只生活在美國，限制了你的視野。 在歐洲人看來美國是文化荒漠😂 當然也包括飲食文化。

[北平市張議座中彥Gaius Zangius Iuvencus @realJohnIan]

@DaBingJingDuo @wangwatchworld 亚非拉的发达国家…都有哪啊？ 看你说来说去还是日韩台。 日韩台才是亚非拉特例，算個exception！

[北平市張議座中彥Gaius Zangius Iuvencus @realJohnIan]

永懷李敖大師

#李敖

[北平市張議座中彥Gaius Zangius Iuvencus @realJohnIan]

@caiziboshi 這也說明中國食品安全沒保障，商販沒有責任心。

[北平市張議座中彥Gaius Zangius Iuvencus @realJohnIan]

@stormenkkkkk @wangzhian8848 是啊，太扯了，借中國廚子80個膽子他也不敢和美國大兵瞪眼🤣😹

[北平市張議座中彥Gaius Zangius Iuvencus @realJohnIan]

@wangwatchworld 是啊，百萬牛馬苦力給她送外賣，能不是世界上最好的城市嗎？ 😂

[北平市張議座中彥Gaius Zangius Iuvencus @realJohnIan]

@essen_ai AI寫出來的長篇大論，卻是胡言亂語😂

[北平市張議座中彥Gaius Zangius Iuvencus @realJohnIan]

@essen_ai 拉圾AI爽文。 拿Musk公司員工的子弟亂套第一性原理，你得出結論，學第二語言不重要。階級不同環境不同，這不扯雞巴蛋嗎？ 發展中國家學生也不需要學外語？馬斯克兒子學中文你咋解釋呢？ 🤣

[Ali Ansari @aliansarinik]

https://t.co/wzzh0iWZKD

[Elon Musk @elonmusk]

The Cybercab motor uses no rare earth metals, but maintains the same range!

This was extremely hard to achieve.

[Tesla Asia @Tesla_Asia]

Cybercab will be on display in Asia this month!
Come experience the future of autonomy in Hong Kong, Tokyo, Beijing & Shanghai.

[北平市張議座中彥Gaius Zangius Iuvencus @realJohnIan]

@Robin626217 二大爺說的沒錯。 👍讚二大爺對台灣的清醒認識。 民主有好壞，專制有好壞，好專制就是強過壞民主。 台灣政府和基本盤，無人格、無自尊，以羞辱、歧視中國人為樂。 你所謂的台灣的中國文化，是老國民黨時代的遺留產物，和現在的否定中國的、去中國化的台灣關係不大。

[Diyi Yang @Diyi_Yang]

Follow along here if you are interested 😊 We will keep this site updated with assignments and lectures!

https://t.co/68kDTefxHc

[Mihail Eric @mihail_eric]

I’m excited to finally announce the newest edition my Stanford course 𝗧𝗵𝗲 𝗠𝗼𝗱𝗲𝗿𝗻 𝗦𝗼𝗳𝘁𝘄𝗮𝗿𝗲 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗲𝗿. It has been 9 months in the making.

Last November, with the release of Claude Opus 4.5, coding agents experienced a step function improvement in capability. We all felt it. The LLMs were more powerful, could reason for longer, solve harder tasks.

This year’s iteration of my course reflects the 2026 metamorphosis of software engineering.

My core belief is simple: AI-native developers of the LLM era are going to become the most important members of any software organization. I have designed my course to train this next generation of engineers.

𝗪𝗵𝗮𝘁’𝘀 𝗱𝗶𝗳𝗳𝗲𝗿𝗲𝗻𝘁 𝘁𝗵𝗶𝘀 𝘁𝗶𝗺𝗲 𝗮𝗿𝗼𝘂𝗻𝗱

First, 85% of my Fall 2025 class material is being thrown out. The Fall 2026 syllabus reflects the core capabilities AI-native engineers must have: agent skills, advanced context engineering, MCP portals, agent-ready codebase principles, agentic code review, security, parallelizing background agents, software factories, and more.

Second, I am going to teach my students how to have software taste. Every student will be required to ship pull requests to production-grade, real-world codebases. The course is collaborating with the top open-source AI repos who will offer support and mentorship to students on how to meaningfully contribute to their projects.

This has never been done before in any university course so I am incredibly grateful to our OSS Partners: @browserbase, @HeyGen, @CopilotKit, @semgrep, @OpenHandsDev, @milvusio, @marimo_io, Pi, @crewAIInc, @warpdotdev, @vercel, @cmux, @arizeai, @UnslothAI, and @anyscalecompute.

𝗪𝗵𝗮𝘁’𝘀 𝘀𝘁𝗮𝘆𝗶𝗻𝗴 𝘁𝗵𝗲 𝘀𝗮𝗺𝗲

I’m fortunate to again have AI software engineering leaders and founders as guest speakers to share their learnings from building top coding agent products. Thank you to @leerob from @cursor_ai, @bcherny of @claudeai code, @EnoReyes of @FactoryAI, @silasalberti of @cognition, @0xine of @semgrep, Rajesh Bhatia of @Cloudflare , @amasad of @Replit, and @eladgil.

All resources will be available online. All classes will be available to the public.

9/22 on Stanford campus. See you in class. 

https://t.co/wTokHyUMsz

[北平市張議座中彥Gaius Zangius Iuvencus @realJohnIan]

@TheBaseLeg Reminds me of Odyssey…..

[BSCN @BSCNews]

Chainlink (@Chainlink) brings key government macroeconomic data onchain for the U.S. Department of Commerce.

[Kalshi @Kalshi]

JUST IN: Tesla officially adds "Cybercabs" to its robotaxi fleet in Texas

[北平市張議座中彥Gaius Zangius Iuvencus @realJohnIan]

@netflix 割中國韭菜的精緻利己主義者-古怪零。 當婊子立牌坊。 🤮