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AI Builders 日报 — 6月12日

追踪 AI 领域真正在做事的人,而不是空谈者。

今日思考

今天的推文有一个共同主题:AI 工具正在重新定义"构建"的含义,但并非以人们期待的方式。

Garry Tan 的观察最为犀利:AI 编程工具让创始人的规则、审批、流程、层级搭得更快了——同一种牢笼,只是组装速度提升。构建速度正在成为僵化速度。这不是 AI 的问题,是使用者把旧心智模型移植到新工具上的问题。

与此同时,Amjad Masad 和 Matt Shumer 正在展示另一条路:不给 AI 塞更多规则,而是给它更多自主循环的空间——用更少的 prompt、更高的抽象层级,换来更低的成本和更少的错误。

这两条路线的分野,将决定 AI 工具最终是解放还是束缚生产力。


产品与发布

Replit × Microsoft:企业数据直接秒变 App

Replit 与 Microsoft 联合推出新能力:直接用自然语言提示,在企业数据之上构建生产级应用——供应链仪表盘、内部 Copilot、库存追踪,无需数据导出、无需自定义认证、无需数月后端工作。AI 已理解 schema,治理策略已附着,数据不离系统。从"想法→PRD→工程待办→开发→部署"的传统路径,压缩成"想法→提示→应用"。企业软件正在变成 vibe coding,但这次连接的是真正运转业务的数据。

faviconx.com

Vercel HarnessAgent:打通所有 Agent 框架的抽象层

Vercel 发布 HarnessAgent,这是 AI SDK 的新组件,提供统一抽象来编排和集成任何 Agent 的"大脑"。现在可以从 Claude Code、Codex、Pi 等任意 Agent 框架中自由切换,不被模型和 Agent 方案锁定——同时获得 sandboxed sessions 和 AI SDK 兼容的流式输出。

faviconx.com

Rork Games × Claude Fable 5:文字/照片秒变可联网多人游戏

Rork 集成 Claude Fable 5,现在可以一键生成 3D 和 2D 多人在线游戏,甚至支持 Fortnite 式的语音聊天。文本描述或照片直接生成 3D 模型,支持网页和 iPhone 双平台。

faviconx.com


观点与判断

Amjad Masad (Replit CEO)

  • Replit Agent 领先行业 3-6 个月,靠的是"循环"架构 多年来不做传统 prompt 工程,大多数 prompt 只是用一句话表达期望结果。Replit 的 orchestrator 提示并行 agent,computer use verifier 反馈修正,security、production、SEO agent 各司其职生成修复 prompt。"行业通常比我们落后 3-6 个月。" faviconx.com

  • Fable 成本可控的秘密:减少错误才是真正的降本 Replit Agent 团队在让 Fable 的成本变得可以接受方面做得很好。"缺乏错误(lack of mistakes)本质上让它更划算。" faviconx.com

Garry Tan (Y Combinator CEO)

  • AI 工具让构建速度变快,也同时让僵化速度变快 "每个人都说 AI 编程工具会解放创始人。看他们实际用这些工具做了什么:规则、审批、流程、层级——同一座牢笼,搭得更快了。工具能在一下午搭任何东西,也能在一下午搭起你的官僚体系。构建速度就是僵化速度。去构建那个能让你创造新东西的东西:以前从未发生过的体验。" faviconx.com

  • OpenClaw + Claude Fable 5 的 reasoning traces 是极致的思维体验 "刚发现 OpenClaw 的 forceBlockStreamingForReasoning 配置,看见自己的 claw 与 Claude Fable 5 的推理轨迹是一种mind-blowing 的体验。能看见对弈的每一步,并以此为起点与更深层的思想互动,一直是我的 catnip。" faviconx.com

Matt Shumer (Fable CEO)

  • Fable 最强的用法不是写代码,是商业战略 "对我来说 Fable 最好的用法不是写代码。给它大量关于我生意和生活的上下文,然后问:我在错过什么机会?我应该停止做什么?我在哪里自欺欺人?拥有更锐利的第二大脑做商业战略,才是真正的解锁。" faviconx.com

  • Fable 产能被严重低估,接下来几天会发布颠覆性 demo "我没见过多少人把 Fable 用到极限。接下来几天会分享一些 mind-blowing 的 demo!" faviconx.com

swyx (Latent Space)

  • Loopcraft:堆叠循环才是下个世纪的核心游戏 "下个世纪的游戏规则是尽可能有效地堆叠循环。在早期,知道何时向下一层循环降级很有价值(为了可靠性)……但知道如何在模型进步时向上升级循环,可能更有价值(为了杠杆)。" faviconx.com

  • Git 会不会是下一个被颠覆的传统? "PR 死了,Code Review 死了,我认真在想 Git 是否也需要死。约 20-40% 的代码工作量就是在管理和解决 merge conflicts——这是必要的恶,还是 legacy horseless carriage?我们和人类同事协作时不做逐行 merge conflicts,而是聊天、建议编辑、发侧边评论,然后 owner 发版。也许未来的代码库更像 Notion 或 Linear 数据库,而非 .git 对象。效率更低,但更可扩展。这恰恰是 Salty Lesson。" faviconx.com

  • vibe coding 平台缺失的关键一环:错误追踪和主动通知 "现在驱动我构建自己 vibe coding 平台的第一痛点:没有一家——包括 Vercel、Cloudflare、Netlify——真正帮你 closed the loop,遇到错误时 ping 你(shit always fails)。每个项目都要设置太多 webmaster 基础设施,我想一次搞定,而不是这里 npx posthog wizard,那里 npx arize skills 之类的。这些都应该被吸收进 One Thing。" faviconx.com

rauchg (Vercel CEO)

  • HTML 重回舞台:拖拽文件夹直接拿生产 URL "HTML is so back。Drag and Vercel Drop——把文件或文件夹拖进浏览器,几秒内给你一个生产 URL。" faviconx.com

petergyang (Peter Yang)

  • AI 模型像 RPG 游戏:每局都是新故事线 "这些 AI 模型让我想到 RPG。" faviconx.com

  • Netflix FIFA:手机当手柄,主机级体验 "刚试了 Netflix 上的 FIFA World Cup,手机当控制器,效果很棒。" faviconx.com

X / Twitter

54
amasad
amasad @amasad
Add Resend skill to your Replit account/org

Resend: Our friends at @Replit enabled skills:

- Upload skills
- Empower your agent
- Immediate expertise

Here's a quick overview 👇

amasad
amasad @amasad
Retweeted
Kevin Blumson Kevin Blumson
Try out the Blumsons Game Vault - 20 games built with #Replit using #Fable. Multiple parallel agents ran to create all your favourite games!
Fed up of app-store games loaded with apps? Just ask @Replit to build the whole store!
@Andrew_Blumson collab!
https://blumsons-game-vault.replit.app
gdb
gdb @gdb
For next two weeks, refer your friends to Codex, and you'll bank a rate limit reset:

OpenAI: We heard you wanted to use Codex rate limit resets on your own time.

Starting today, we’re rolling out the ability to save rate limit resets to use later.

We’re starting Go, Plus, Pro, and Business users with one free reset:

amasad
amasad @amasad
For the first time, I'm vibecoding with ZERO frustration and in a complete state of flow, so much so that I'm running out of ideas.

Typically, I have so much backlog of things I want to add, but after Fable landed on Replit, I'm almost certain I don't need more IQ for vibecoding, just cheaper and faster models, and we're done here.
amasad
amasad @amasad
This is what building a company looks like on Replit.

One canvas with your web app, mobile app, marketing & App Store material.

Click into any one of those and start building, changing, and generating new things.
amasad
amasad @amasad
Retweeted
Payom Dousti 🦥 Payom Dousti 🦥
feel like weve gotten to the point where if you told someone replit used to be a site where hungover engineers would test out one liners for syntax - they wouldn’t believe you.
Amjad Masad: This is what building a company looks like on Replit.
One canvas with your web app, mobile app, marketing & App Store material.
Click into any one of those and start building, changing, and generating new things.
amasad
amasad @amasad
Re Replit Agent team did a great job making Fable cost stomachable. The lack of mistakes net net makes it more affordable.
swyx
swyx @swyx
the #1 thing that is driving me to build my own vibecoding platform rn is that none of them - and i lov vercel, cloudflare, netlify etc - none of them really close the loop for you in terms of setting you on the right path with errors and pinging you when shit fails (shit always fails)

there's way too much "webmaster" infra to setup for every single project and i just want to do it once and for all, instead i'm being asked to npx posthog wizard here and npx arize skills there and it all just needs to be swallowed up into One Thing.
ylecun
ylecun @ylecun
Retweeted
Randall Balestriero Randall Balestriero
Our lineup of speakers is growing! Many more to be announced.... and don't forget to submit your papers, deadline is very soon! More info at https://wm-booth.org and submission page at https://openreview.net/group?id=chicagobooth.edu/Chicago_Booth/2026/WM
ylecun
ylecun @ylecun
Retweeted
Naveen Rao Naveen Rao
My team loves Claude from @AnthropicAI . But this new policy of retaining prompts and usage is a red line...we simply can't give over our usage. Prompts contain our IP; literally all our design files and docs. Why would this ever have been ok?
It's sad because everyone was looking forward to using the new model. Sigh.
petergyang
petergyang @petergyang
These AI models remind me of RPGs tbh
petergyang
petergyang @petergyang
Retweeted
Peter Yang Peter Yang
These AI models remind me of RPGs tbh
petergyang
petergyang @petergyang
Wow you can play fifa on Netflix now with your phone as the controller.

I just tried it and it’s pretty great.

Play FIFA: It’s game time! FIFA World Cup: Launch Edition is now on Netflix Games.

Choose a team, storm the pitch, and play on your TV or computer with up to four friends!

📲 http://www.netflix.com/fifaworldcup

garrytan
garrytan @garrytan
Retweeted
Kane 謝凱堯 Kane 謝凱堯
Brutal community note. Journalists should be required to pass a standardized stats test.
New York Magazine: Gifted and Talented, or G&T, programs have long been a perennial subject of debate, particularly in New York City, where it has bedeviled mayors for years. Some parents have already washed their hands of the whole G&T business, refusing to participate in what they view as a
garrytan
garrytan @garrytan
Gavin Newsom came for a @garryslist event at YC and we were proud to talk little tech, YIMBY, how to stop the the asset seizure tax, and how to keep California's innovation wave going while making sure things work for every Californian.

Thank you @GavinNewsom
ylecun
ylecun @ylecun
Retweeted
Randall Balestriero Randall Balestriero
We extended the deadline until Jun 15th (AOE)!
Randall Balestriero: Our lineup of speakers is growing! Many more to be announced.... and don't forget to submit your papers, deadline is very soon! More info at https://wm-booth.org and submission page at https://openreview.net/group?id=chicagobooth.edu/Chicago_Booth/2026/WM
ylecun
ylecun @ylecun
Retweeted
Ahmad Ahmad
http://x.com/i/article/2065291569712779264
swyx
swyx @swyx
## On Loopcraft

One might argue the entire game of the next century is to be able to stack loops as effectively as possible.

In the early days of each phase, it will be valuable to know when to go **DOWN** a loop when things go wrong (for reliability)…

but it will probably be more valuable to know how to go **UP** a loop as models improve (for leverage).

If you don’t figure out how to do this, don’t be salty when you lose to those that do.

Latent.Space: [AINews] Loopcraft: The Art of Stacking Loops

@RichardSSutton has his “Bitter Lesson” for models. We now have the Salty Lesson for agents:

Don’t fix things yourself, as you have done historically.

Instead focus on systems that scale with more agents, like goals and

garrytan
garrytan @garrytan
Retweeted
Paul Graham Paul Graham
"... the political left has long had a remarkable lack of interest in how wealth is created. As far as they are concerned, wealth exists somehow and the only interesting question is how to redistribute it."
— Thomas Sowell
garrytan
garrytan @garrytan
Everyone thinks AI coding tools set founders free.

Watch what people actually build with them: rules, approvals, process, layers. The same cage, assembled faster.

The tool that can scaffold anything in an afternoon will scaffold your bureaucracy in an afternoon too.

Speed of construction is speed of calcification. Build the thing that lets you create new things: experiences that didn’t happen before.
garrytan
garrytan @garrytan
I just discovered forceBlockStreamingForReasoning = resolvedReasoningLevel === "on" for OpenClaw and frankly I love it

Seeing the reasoning traces of my claw with Claude Fable 5 is a mind-blowing experience. Seeing the tale of the tape, and being able to engage with ideas at a deeper level has always been my catnip.
garrytan
garrytan @garrytan
Retweeted
AYi AYi
我感觉Garry Tan今天这条帖子有点戳破了AI编程的一些泡沫和幻觉。
很多人都以为AI编码工具会解放创始人,实际呢,规则,审批,流程,层级,同一座牢笼只是搭得更快了。
以前加一层审批要耗两个工程师两周,
成本本身就是免疫系统,不值得的东西自然活不下来,
但现在AI一个下午就能搭完,在构建成本归零的那一刻,复杂度就开始无限制的繁殖了。
因为构建的速度,就是僵化的速度。
AI其实会改变我们的心智模型,
只会把我们已有的东西放大,
控制型团队用它堆出更密的官僚体系,创造型团队用它跑出更多的新体验,这两种工具本身都没有立场,它只是一面带编译器的镜子。
所以我们别忙着用AI把旧流程跑的更快,可以试着去用AI删掉整个旧流程,去重新创造以前从未发生过的体验,不然可能就是赢了效率,输了方向。
Garry Tan: Everyone thinks AI coding tools set founders free.
Watch what people actually build with them: rules, approvals, process, layers. The same cage, assembled faster.
The tool that can scaffold anything in an afternoon will scaffold your bureaucracy in an afternoon too.
Speed of
petergyang
petergyang @petergyang
For me, the best use case for Fable isn't coding.

It’s giving it a ton of context about my business and life, then asking:

→ What opportunities am I missing?
→ What should I stop doing?
→ Where am I lying to myself?

Having a sharper second brain for business strategy has been the real unlock.

Feels like a no-brainer thing to try before June 22.

Should I make a video about this?
amasad
amasad @amasad
I’ve been doing “loops” for a while now. I don’t do much traditional prompting. Most of my prompts are barely a sentence expressing an outcome.

- my orchestrator prompts parallel agents
- my computer use verifier gives it feedback
- my security, production, and SEO agents generate prompts for fixes

The industry is typically 3-6 months behind what we’re doing at Replit.

Andrei Hasna: @amasad do you use loops?
petergyang
petergyang @petergyang
Re Ok I'll make the video.

I have a specific template I use to discuss business strategy and life with AI.

Will publish here in a few days: https://www.youtube.com/@PeterYangYT?subscribe
drfeifei
drfeifei @drfeifei
Retweeted
World Labs World Labs
Today we are sharing three new research papers, each exploring a new way to generate 3D content by leveraging large-scale generative models and 2D priors.
These projects were led by our incredible interns @HaoZhang623 @BDuisterhof @DrTunnels
[1/4]
ylecun
ylecun @ylecun
Retweeted
Photoroom Photoroom
🚀 Meet PRX Pixel.
Our new open-source 7B text-to-image model that generates images directly in pixel space.
After months of pretraining on hundreds of millions of images, supervised fine-tuning, and preference alignment, we're excited to share a first public preview.
The weights are already available, and we're currently working on integrating the model directly into Diffusers 🤗to make the model even easier to use.
Test it yourself in the demo below. And as always, we'll be sharing the full story behind the model through a series of technical blog posts covering the entire training recipe.
Link in the comments 👇
amasad
amasad @amasad
Retweeted
Suraj Sharma Suraj Sharma
Microsoft and Replit just launched a way to build apps directly on top of enterprise data using prompts.
Imagine telling AI:
1. "Build me a supply-chain dashboard."
2. "Create an internal copilot for sales."
3. "Track inventory across warehouses."
And getting a production-ready app deployed inside your company's data stack.
No exporting data.
No custom auth.
No months of backend work.
Your AI already understands the schema.
Your governance policies are already attached.
Your enterprise data never leaves the system.
We're moving from:
Idea → PRD → Engineering backlog → Development → Deployment
to:
Idea → Prompt → App
The companies that learn this workflow first will move absurdly fast.
Enterprise software is starting to look a lot like vibe coding.
Except now it's connected to the data that actually runs the business.
https://replit.com/partners/microsoft
garrytan
garrytan @garrytan
Retweeted
Y Combinator Y Combinator
At our latest YC Paper Club, researchers and builders presented on self-play for LLMs, AI for biology, formal verification, and agentic coding in production.
Thank you to our presenters:
00:00 — Francois Chaubard (@FrancoisChauba1) | Introduction & Call for Presentations
05:47 — Yasa Baig (@BaigYasa) | A World Model of Protein Biology (https://biohub.ai/esm/protein/about)
25:38 — Luke Bailey (@LukeBailey181) | Scaling Self-Play with Self-Guidance (https://arxiv.org/pdf/2604.20209)
37:51 — Arnab Maiti | Stream RAG: Instant and Accurate Spoken Dialogue Systems with Streaming Tool Usage (https://arxiv.org/pdf/2510.02044)
47:40 — Robert Joseph George (@Robertljg) | Lean and the New Era of Verified Intelligence (https://arxiv.org/abs/2602.22631)
58:52 — Lukens Orthwein (@lukensort) | Founder AI Hacks: Programming is an RTS Game Now
1:16:07 — Closing Remarks
garrytan
garrytan @garrytan
Retweeted
Crémieux Crémieux
And just like that, the entire Ivy League has returned to standardized testing!
The experiment in letting in unqualified students is over!
Steve McGuire: Columbia University has reinstated standardized testing for admissions — the last Ivy League school to do it.
“Through a multi-year faculty review, it was determined that test scores, among other factors, were a useful indicator of potential student success.”
garrytan
garrytan @garrytan
Retweeted
Kane 謝凱堯 Kane 謝凱堯
The Ivies brought back the SAT. The UCs won’t, on ideological grounds. Decades of hard-won parity with elite privates, sacrificed to a policy fad.
Steve McGuire: Columbia University has reinstated standardized testing for admissions — the last Ivy League school to do it.
“Through a multi-year faculty review, it was determined that test scores, among other factors, were a useful indicator of potential student success.”
swyx
swyx @swyx
Retweeted
Barr Yaron Barr Yaron
Last call for the 2026 AI Engineering Survey 👀
https://ntn.so/ai-survey
Excited to be partnering with @NotionHQ and @vercel on this year's report.
Looking forward to sharing the results on the main stage at @aiDotEngineer!
rauchg
rauchg @rauchg
Congrats @elonmusk & @spacex team – one of humanity's most inspiring missions! Excited about what the rest of the century will bring.
karpathy
karpathy @karpathy
In awe of SpaceX and its story - past, present and the future. You can think about it in 10+ different ways and continue re-blowing your mind in circles. Huge congrats to the team! 🚀
rauchg
rauchg @rauchg
HTML is so back.
Drag and http://vercel.com/drop

Vercel Developers: Drop It. It's Live.

Drag a file or folder into your browser and Vercel Drop gives you a production URL in seconds.

https://vercel.com/changelog/vercel-drop

mattshumer_
mattshumer_ @mattshumer_
Retweeted
Rork Rork
Introducing Rork Games × Claude Fable 5
Rork can now one-shot 3D & 2D games you can play with friends online. Even Fortnite with voice chat.
Play on Web and  iPhone. Generate 3D models from text and photos, 2D Assets, sound effects and music.
petergyang
petergyang @petergyang
Are you buying SpaceX stock today?
garrytan
garrytan @garrytan
Retweeted
Recall Jackie Fielder Recall Jackie Fielder
Jackie Fielder committed municipal espionage to protect fentanyl dealers.
On February 10, 2026 the Board approved the $14 million RESET sobering center — a law-enforcement facility to divert intoxicated people from jail into treatment. Fielder and one other supervisor were the only NO votes.
That same day a confidential City Attorney memo warning the center posed “very high legal risk” and could be ruled an unlicensed involuntary detention facility was LEAKED to Mission Local. The memo was privileged legal advice. Exposing it gave lawsuits a roadmap to kill the project and keep dealers on the streets.
The LEAK investigation quickly closed in on Fielder’s office. City Attorney David Chiu warned the responsible party could face REMOVAL from office. Supervisor Dorsey threatened censure. This wasn’t politics. This was SABOTAGE against her own city’s public safety effort.
She is so ideologically opposed to cleaning up the streets that she leaked privileged legal secrets to shield fentanyl dealers from enforcement.
Jackie Fielder must resign!
amasad
amasad @amasad
If you make money on Replit, you get free credits!

Daniel Innovate: I’ve switched all my clients over to Replit!

Goodbye Webflow, Wordpress, Framer - see y’all later!

@amasad can I get some residuals 🤔 lol

petergyang
petergyang @petergyang
Does anyone have any tips for prompting ChatGPT Images or Nano Banana to edit YouTube thumbnails?

Both seem terrible at changing my expression. I would share pics but they make me look really bad :)
amasad
amasad @amasad
Retweeted
Replit ⠕ Replit ⠕
New video is out! You no longer build one thing at a time on Replit.
Run parallel agents to ship a website, mobile app, video, and pitch deck from one project, all at once.
And you can now add multiple artifacts to projects you already have.
drfeifei
drfeifei @drfeifei
Retweeted
Justin Johnson Justin Johnson
3D is an exciting area where we are still figuring out the right tasks, problem formulations, architectures, and the best ways to scale.
We're sharing some of our ideas here in our first-ever papers from @theworldlabs, led by an awesome set of interns.
World Labs: Today we are sharing three new research papers, each exploring a new way to generate 3D content by leveraging large-scale generative models and 2D priors.
These projects were led by our incredible interns @HaoZhang623 @BDuisterhof @DrTunnels
[1/4]
alexalbert__
alexalbert__ @alexalbert__
Retweeted
Epoch AI Epoch AI
Claude Fable 5 scores very well on FrontierMath: Tiers 1–4 (v2), reaching 87% on Tiers 1–3 and 88% on Tier 4. This continues a streak of Anthropic models improving rapidly at math.
gdb
gdb @gdb
powerful & cool way to navigate a website, makes it feel so much more interactive and intuitive

OpenAI Developers: Ask our developer docs. They’ll show you the way

The new docs agent on 🔗http://developers.openai.com helps you find answers about OpenAI products and takes you directly to the relevant documentation.

swyx
swyx @swyx
Retweeted
Ankit Jain Ankit Jain
A couple of months ago @swyx published my take that the traditional code review is dead.
Many people had thoughts. If the topic is still rattling around in your head, or you want to hear where I think this actually goes from here, I'll be speaking at @aiDotEngineer World Fair.
Come if you want to hear how I see code reviews evolving.
Ankit Jain: Code reviews is a battle we cannot win.
Instead we should build frameworks that can handle the AI-generated code.
Read below on how we can blend predictive execution with deterministic verification using a layered approach.
Thank you @swyx for sharing!
rauchg
rauchg @rauchg
We just shipped 𝙷𝚊𝚛𝚗𝚎𝚜𝚜𝙰𝚐𝚎𝚗𝚝, a unified abstraction to orchestrate and integrate any agent’s “brain” into your app.

@aisdk now frees you from both model and agent lock-in. (And it doesn’t just get you portability, it’s also delightful to use ofc!)

Vercel Developers: AI SDK now supports agent harnesses like Claude Code, Codex, and Pi with sandboxed sessions and AI SDK-compatible streams:

𝚌𝚘𝚗𝚜𝚝 𝚊𝚐𝚎𝚗𝚝 = 𝚗𝚎𝚠 𝙷𝚊𝚛𝚗𝚎𝚜𝚜𝙰𝚐𝚎𝚗𝚝({
𝚑𝚊𝚛𝚗𝚎𝚜𝚜: 𝚌𝚕𝚊𝚞𝚍𝚎𝙲𝚘𝚍𝚎,
𝚜𝚊𝚗𝚍𝚋𝚘𝚡:
mattshumer_
mattshumer_ @mattshumer_
I haven’t seen many people pushing Fable hard enough.

Will share some mind-blowing demos in the coming days!
amasad
amasad @amasad
Retweeted
Replit ⠕ Replit ⠕
Even the Mayor knows where the vibes are 👀
http://vibecon.ai
petergyang
petergyang @petergyang
Retweeted
Substack Substack
How this Meta engineer ships up to 40 PRs a day while rarely reviewing code - deep dive with video, from @petergyang's Behind the Craft https://creatoreconomy.so/p/how-this-ex-meta-l8-engineer-ships-40-prs-a-day-with-ai-kun-chen
garrytan
garrytan @garrytan
Retweeted
Kelsey Piper Kelsey Piper
The UC Board of Regents had to override the faculty in order to strip the tests in the first place and I'm not sure that they won't just override the faculty again. But it's still encouraging to see faculty do the right thing and speak out
OaklandSchoolReport: "Joining STEM faculty, UC humanities faculty endorse use of standardized tests in admissions."
That didn't take long.
https://www.dailycal.org/news/uc/joining-stem-faculty-uc-humanities-faculty-endorse-use-of-standardized-tests-in-admissions-as-academic/article_a90605be-44b9-4d92-9ada-e165b20588bf.html
mattshumer_
mattshumer_ @mattshumer_
A clear goal prompt + Fable = MAGIC

Matt Shumer: Fable one-shotted this ENTIRE Hogwarts castle, complete with classrooms, the Great Hall, Quidditch pitch, everything

garrytan
garrytan @garrytan
Retweeted
Tenobrus (→vibecamp) Tenobrus (→vibecamp)
over the course of adding features to this app, fable found one difficult. it turns out a certain apple API for programmatically moving windows between spaces silently stopped working 2 years ago. it found extensive discussion about this and numerous hacky workarounds other apps had gone with over the years, and told me
basically my options were slow automated mouse dragging or partially disabling system integrity protection.
but this is 2026. we're in a post unit-distance-world so i knew better. i asked it to try to figure a good workaround anyway, even though apparently nobody else had.
about 30 minutes later it discovered that the api did in fact still work to swap *between displays*, and always placed the window on the active space. and switching active spaces was still easy to do programmatically. and that there was a fully functional virtual display API it could use. it composed all of this to "bounce" windows to the virtual display, shift active space, and then bounce back, as a way to quickly and programmatically bulk shift windows between spaces.
this doesn't require any disabling of SIP and relies entirely on existing macOS apis. people know about all of these things individually, but as far as i can tell no one on the internet has figured out how to compose them for programmatic window-space movement. hammerspoon still has an open issue where the best workaround is various forms of window dragging: https://github.com/Hammerspoon/hammerspoon/issues/3698
maybe at this point ur role as an engineer is primarily telling fable to be even more ambitious than it thinks it should be
Tenobrus (→vibecamp): built a small utility macos app this afternoon. fable one-shotted the initial concept quickly. after a few further feature iteration rounds and bug reports it *entirely autonomously* decided to add a custom debugging control + probe + logging channel so it could test end to end
mattshumer_
mattshumer_ @mattshumer_
Retweeted
Patrick Skinner - edu/acc Patrick Skinner - edu/acc
I didn't believe this was real.
@mattshumer_ was in my office, so I had him pull it up on my machine.
It's 10x more detailed and expansive than he showed in his demo.
Just watch this video, in full.
It's almost unbelievable. But, it's very, very real.
Matt Shumer: Fable one-shotted this ENTIRE Hogwarts castle, complete with classrooms, the Great Hall, Quidditch pitch, everything
swyx
swyx @swyx
## The Future Codebase

After the PR dies, after the Code Review dies,
i am seriously wondering if Git needs to die next.

roughly 20-40% of code spend is just managing and updating merge conflicts. necessary evil? or legacy "horseless carriage"? cargo culting the past?

we don't do line by line merge conflicts when we collaborate with human colleagues - instead we chat, suggest edits, do side comments, and an owner ships it.

btw we also don't do CI/CD even collaborating on documents with serious legal/financial implications.

maybe the future codebase looks more like a Notion or Linear database than .git objects. It will be less efficient, but more scalable. exactly the Salty Lesson.

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