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AI Builders 日报 — 7月10日

追踪 AI 领域真正在做事的人,而不是空谈者。

今日思考

GPT-5.6 Sol 发布后 24 小时,社区已经出现了明显的分歧:一派在推极限用法(数学猜想证明、750 TPS 推理),另一派(Matt Shumer)正在经历惨痛的教训——模型太急于"完成任务"而不惜代价。这两条路都指向同一个结论:Agent 的边界控制将是 2026 年下半年的核心工程问题。同时,Sam Altman 在 Launch Week 的反思("我们没有把所有事情都做对")说明即便是顶级团队,也在新范式的第一波探索中交了学费。


产品与发布

GPT-5.6 Sol Ultra

OpenAI 发布 GPT-5.6 Sol Ultra。当天即被用于解决一个 50 年未解的数学难题——Cycle Double Cover 猜想,调用 64 个子智能体在一小时内完成证明。Sam Altman 确认 GPT-5.6 现已成为 Microsoft 365 Copilot 的首选模型。faviconx.com

ChatGPT Work

OpenAI 正式推出 ChatGPT Work,将 AI Agent 能力带入手机端和网页端。Greg Brockman 表示,这是"从我们适应电脑,到电脑适应我们"的转折点,人们很快就会觉得现在的应用"对用户极其不友好"。faviconx.com

OpenAI Build Week

OpenAI Build Week 将于 7 月 13 日启动,挑战赛面向全球开发者,使用 Codex 构建项目。faviconx.com

shadcn/typeset

shadcn 发布 typeset 工具,解决 Markdown 渲染后各元素(标题、段落、列表、表格)需要逐个设置样式的问题。Guillermo Rauch 称其"为智能体和人类都提供了最好的 UI 基础设施"。faviconx.com

Vercel × Lovable

Vercel 宣布支持零配置部署 Lovable 应用,所有新 Lovable 应用均基于 Nitro 运行时。Rauch 称"始于 Lovable,成长在 Vercel:AI 开发没有天花板"。faviconx.com


观点与判断

amasad(Replit 联合创始人)

  • LLM 市场走向多元竞争 "6 个月前 VC 们患上了 Anthropic 精神病,认为 LLM 市场会走向垄断。现在他们会继续做出好模型,其他人也会,包括新的进入者。" faviconx.com

  • AI 加速编程,但底层架构需要更扎实 "AI 让编程变得不那么死板,但我们让运行时变得更死板。基础设施团队第一次开始写正式规格文档。要跑得更快,脚下的地面就必须更坚实。" faviconx.com

Garry Tan(Y Combinator CEO)

  • 开源权重模型将像晶体管一样无处不在 "开源权重 LLM 会成为下一个晶体管吗?" faviconx.com

  • 好产品才是降低流失的根本 "如果你已经在 churn prevention 的泥潭里挣扎,说明产品本身就烂,你只是在努力移动几个百分点。真正降低流失率的更快路径是拥有一个真正出色的产品,其他都是附带效应。" faviconx.com

  • Insforge:为自主智能体打造的云服务 "Insforge 是当自主智能体只想写代码、而不想跟那些为'软塌塌的慢人类'设计的奇怪 API 和云服务打交道时会发生的事。" faviconx.com

Greg Brockman(OpenAI 联合创始人)

  • ChatGPT 语音是真正的突破 "我们一直以来都在扭曲自己以适应计算机。现在感觉我们正在进入一个自然交互的新时代。预计我们很快就会少花很多时间盯着屏幕,并把今天的应用视为对用户极其不友好的产品。" faviconx.com

Matt Shumer(HyperWrite CEO)

  • GPT-5.6 Sol 删除了我 Mac 上的所有文件 "GPT-5.6-Sol 意外删除我 Mac 上几乎所有文件。这就是为什么我 1000 倍更信任 Fable。" faviconx.com

  • 使用限额消耗极快 "5.5 high fast mode 感觉是无限的。5.6 Sol high fast mode 消耗使用量极快。我打算切换到 5.6 Sol medium no fast mode 来测试浏览器使用和其他任务。" faviconx.com

Guillermo Rauch(Vercel CEO)

  • shadcn 为智能体和人类构建了最好的 UI 基础设施 "我喜欢 @shadcn 为智能体和人类都构建了最好的 UI 基础设施。全新的 typeset 配置器玩起来非常令人满意。" faviconx.com

Peter Yang

  • GPT-5.6 vs Claude Fable 5:前端设计差距已闭合 在 6 个真实用例测试中,GPT-5.6 在前端设计上已逼近 Claude Fable 5,两者在编码智能体领域正面竞争。faviconx.com

技术动态

GPT-5.6 Sol Ultra × 数学证明

GPT-5.6 Sol Ultra 在发布后不到 24 小时内,使用 64 个子智能体协作,在约一小时内完成了 50 年未被证明的 Cycle Double Cover 猜想。这被 OpenAI 视为"你能做什么的极限越来越取决于你的野心和想象力"的实证。faviconx.com

X / Twitter

62
swyx
swyx @swyx
whoever does AEO for @resend needs to get a raise, all the leading frontier models keep trying to use resend for emails even when i have existing transactional infrastructure already set up
garrytan
garrytan @garrytan
Retweeted
💥Susan Dyer Reynolds🗞️ 💥Susan Dyer Reynolds🗞️
Look @SFPDChiefLew @DanielLurie — San Jose has mugshots! It’s time for San Francisco to reverse Bill Scott’s virtue signaling “no mugshots allowed because they’re racist” rule.
KTVU: Several alleged San Jose gang members have been arrested in connection with a brutal beating outside a convenience store and another violent assault, authorities said. https://www.ktvu.com/news/san-jose-gang-members-arrested-brutal-beating?taid=6a5044179b6af90001239665&utm_campaign=trueanthem&utm_medium=trueanthem&utm_source=twitter
amasad
amasad @amasad
It’s fantastic to see how dynamic the LLM market has become in just a short period.

Just 6 months ago VCs suffered Anthropic psychosis and convinced themselves that it was going to be a monopoly.

They will keep making great models, but so will the others, including new entrants
amasad
amasad @amasad
Retweeted
Manny Bernabe Manny Bernabe
👀 Many people are saying...
Mohamed Aboshihata: @ChrisMakeSense @MannyBernabe @raymmar Replit is the most complete platform for launching & running applications.
Recently, became most coherent design & visualization agent.
Easy to start and scales well even when your product gets complex.
Tech background helped with scaling complex products. But unlock is
amasad
amasad @amasad
While AI is making coding less rigid, we’re making the runtime more rigid.

I’m noticing our infra teams writing formal specs for the first time. More deterministic systems. More resilient infrastructure.

The faster you want to move, the more solid the ground beneath you has to be.
ylecun
ylecun @ylecun
Retweeted
Republicans against Trump Republicans against Trump
NEW: Donald Trump has terminated the remaining members of the independent, federal commission that assists election administration officials nationwide just a few months before the midterm elections
“It is ⁠irresponsible and dangerous that this Administration remains dead set on causing chaos for our election officials across this country,” Arizona secretary of state Adrian Fontes said in a Thursday statement. “This ‌move undermines the integrity of nonpartisan election administration.”
https://www.theguardian.com/us-news/2026/jul/09/trump-fires-election-commissioners
garrytan
garrytan @garrytan
Retweeted
Alex Heath Alex Heath
Meta AI chief @alexandr_wang told me the company sees its new API for selling AI models as a real business, not just a learning exercise.
Tokens are “gigantic and growing very, very quickly,” he told me, and capturing even a slice of that “can be a very meaningful business even for Meta at our scale.” https://sources.news/p/why-meta-selling-ai-models
garrytan
garrytan @garrytan
Meta Muse Spark 1.1 (early access was called Hornbill) turned out to be really good on my OpenClaw

Way to go @alexandr_wang
petergyang
petergyang @petergyang
Watching this made me remember how insanely great the 2022 World Cup final was. One of the best of all time.

Maybe a rematch this year?
gdb
gdb @gdb
GPT-5.6 performs great in Microsoft products:

Satya Nadella: Super to see GPT-5.6 with Work IQ come to Copilot Chat, Cowork, M365 apps, GitHub, and Foundry today.

From multi-step agentic work to analysis and content creation, it brings stronger reasoning and higher-quality outputs without sacrificing efficiency.

ylecun
ylecun @ylecun
Retweeted
Yann LeCun Yann LeCun
Re Typical NYT understatement for what is an apocalyptic destruction of the American innovation ecosystem.
I can't understand how the Trump administration is doing this while boasting about American technology leadership. Don't they realize that a nation can't get technological innovations without scientists, and that scientists are former PhD students?
ylecun
ylecun @ylecun
Retweeted
Remi Cadene Remi Cadene
It's incredible to me that 9 months ago we didnt have an office, and now we have a fully functional humanoid and an efficient AI! So proud of the team 🤠
Remi Cadene: Starting with the fundamentals
Prototype Version 0
AI, Software, Hardware
A small team, 9 months
Designed and assembled in Paris at @UMA_Robots
amasad
amasad @amasad
Retweeted
Paul Graham Paul Graham
A British surgeon tells the BBC what he saw in Gaza.
"I can remember one child for example who was 7, Amir... He heard a drone above him, turned round, and then it fired on him. And we had many many reports like that from children and adults."
ylecun
ylecun @ylecun
Retweeted
Mirelo Mirelo
Today, together with @kyutai_labs, we’re introducing our new Audio-to-MIDI model.
It takes a finished recording, identifies the instruments playing, and returns separate MIDI tracks for each — voice, drums, bass, keys, and more.
Unlike most existing solutions, our model works directly from the full mix rather than requiring separate stems.
It also detects chords, key, and tempo, giving producers broader musical context.
We’ve written more about the model, the problem, and how it works here: http://mirelo.ai/blog/turning-audio-to-midi
ylecun
ylecun @ylecun
Retweeted
kyutai kyutai
We're releasing MuScriptor, the best open model for multi-instrument transcription to date, created in collaboration with @MireloAI.
Give it a recording in any genre: pop, classical, metal, jazz, whatever, and it transcribes the individual instruments into MIDI. Link in 🧵
ylecun
ylecun @ylecun
Retweeted
Alexandre Défossez Alexandre Défossez
Music is missing its "openai-whisper". It's time that we can turn any music into notes, the same way transcribing speech is now a given. Are we there yet? Let us know after testing MuScriptor 🎶 Work by @simonrouard (@kyutai_labs, @Ircam) and Michael Krause (@MireloAI).
kyutai: We're releasing MuScriptor, the best open model for multi-instrument transcription to date, created in collaboration with @MireloAI.
Give it a recording in any genre: pop, classical, metal, jazz, whatever, and it transcribes the individual instruments into MIDI. Link in 🧵
ylecun
ylecun @ylecun
Tired of winning

Bill Madden: Trump's Beef Catastrophe: Incompetence, Blithering Idiocy, and Blatant Lies Have Obliterated America's Beef Industry

In yet another humiliating display of incompetence, the authoritarian Trump regime has turned America's once-mighty beef industry into a national punchline. After

gdb
gdb @gdb
GPT-Live for personalized news briefings:

Simon Smith: I discovered a great use case for GPT-Live today: Personalized, interactive news briefings.

I have a scheduled task in ChatGPT to create a personalized newscast. I’ve been having Chat read that aloud using the text-to-speech button on replies. But today I wondered: Can GPT-Live

sama
sama @sama
the sun is out today

Tibo: To celebrate the launch of GPT-5.6 Sol, we will reset the rate limits again (twice) across ChatGPT Work and Codex over the next 24 hours.

We want you to have the time to truly try ambitious tasks and get the hang of it. Happy exploring!
sama
sama @sama
makes us happy to see people love 5.6 sol so much!
garrytan
garrytan @garrytan
Retweeted
T Wolf 🌁 T Wolf 🌁
4,090 people died of overdose in San Francisco from 2020-2025. 784 of them died in permanent supportive housing for the homeless. It's time for drug-free supportive housing. @mattdorsey
@TheVOSF @Gina_McDee
amasad
amasad @amasad
Retweeted
Manny Bernabe Manny Bernabe
Fun show today: Community Profile Showcase! 🤩
Featuring somme amazing builders walking through their profiles and what they're building: Nadia Iftekhar (@NIftek ) & Noni Ansari (@Noni_Shehnoor ), Victoria Cavazos, and Marcel Haas (@marcelhaasIO ).
Plus:
• We're announcing all 25 winners of the Proof of Work challenge, $100 in credits each!
• A recap of what else happened This Week in Replit
• Q&A and just hanging with the community
Join me and @raymmar, it's always a good time. See you there! 🙌
📆 Friday, 9:00 AM PT
🔴 Live on YT, X and LinkedIn
sama
sama @sama
GPT-5.6 is now the preferred model in Microsoft 365 Copilot

https://openai.com/index/gpt-5-6-preferred-model-microsoft-365-copilot/
gdb
gdb @gdb
I am deeply grateful for all Fidji has done for OpenAI and to advance our mission, and for the opportunity to have worked alongside her for the past few years.

It’s quite sad, but I’m glad that she’s taking the time to work as hard on her health as I’ve seen her do professionally — hoping for a quick recovery.

Fidji Simo: Today, I shared with the OpenAI team that I have decided to leave my full-time role at OpenAI and transition to being a part-time advisor.

Three months ago, I had to go on medical leave after a severe exacerbation of a chronic illness I’ve lived with for seven years. During that
rauchg
rauchg @rauchg
Deep dive into how you can generate designs, prototypes, frontends, and full stack apps with your own design system in @v0. As models continue to get faster, v0 gets more magical.

v0: http://x.com/i/article/2075567583298977792
gdb
gdb @gdb
ChatGPT Voice is a real advance.

We’ve always had to contort ourselves to our computers. Now feels like we’re entering a new era of a natural interface.

Expect that we’ll soon spend much less time staring at screens, and regard today’s apps as painfully user-unfriendly.

Ethan Mollick: The new ChatGPT voice is quite impressive to use, really worth a minute to try it out on your phone. (while staying aware that the voice model is not going to be as smart as a full thinking model)
petergyang
petergyang @petergyang
One thing to point out - I never thought about usage at all on 5.5 high fast mode. It felt basically unlimited.

5.6 Sol high fast mode burns through usage pretty fast. Going to switch 5.6 Sol medium no fast mode to see how it does on browser use and other tasks.

Peter Yang: OpenAI just made GPT-5.6 available to everyone, so I wanted to answer the most burning question:

Is GPT-5.6 better than Claude Fable 5?

I tested both models across 6 real use cases:

→ Frontend design (5.6 has closed the gap)
→ Build a 3D Star Fox-style game
→ Edit and
ylecun
ylecun @ylecun
Retweeted
Garry Kasparov Garry Kasparov
🎯 If Trump were actively trying to destroy American advantages, to create chaos and strife that he and his ilk could exploit, what would he do differently?
Yann LeCun: @KenRoth Typical NYT understatement for what is an apocalyptic destruction of the American innovation ecosystem.
I can't understand how the Trump administration is doing this while boasting about American technology leadership. Don't they realize that a nation can't get technological
garrytan
garrytan @garrytan
Retweeted
Y Combinator Y Combinator
AI isn't just changing the tools designers use. It's changing the way they think, prototype, and build.
In this episode of Design Review, YC Head of Design @eve_bouff joins @aaron_epstein to share the AI-first workflow she uses to design products, websites, and events.
Using projects like Paxel, @sotazine, and YC Startup School as examples, she explains how coding agents are transforming everything from rapid prototyping and branding to design systems, and why the biggest bottleneck is no longer software. It's imagination.
00:00 - Eve's AI-First Design Workflow
01:27 - Why She Designs With Her Voice
03:44 - Paxel: Spotify Wrapped for Coding Sessions
07:13 - Building Tools for Yourself
11:01 - Turning Coding Transcripts Into Feedback
12:53 - The Story Behind SOTA Zine
16:57 - Designing With Context, Not Prompts
21:07 - How to Get Better AI Design Outputs
23:20 - Building an Interactive Map of San Francisco
25:17 - Behind Startup School's Visual Identity
29:59 - The Future of Design
rauchg
rauchg @rauchg
I love that @shadcn has managed to build the best UI infrastructure for agents and for humans. It's so so satisfying to play with the new typeset configurator.

shadcn: Introducing shadcn/typeset.

You know how you render markdown and get back plain, unstyled HTML? Headings, paragraphs, lists, tables. So you style the elements one by one: font sizes, line heights, spacing.

You do it for your blog. Then you do it again for docs. Then again for

garrytan
garrytan @garrytan
Retweeted
Hang Huang Hang Huang
In June, we went from 3.6K → 5.2K MRR
Up 42.7% since last month!
Revenue has spiked a lot (probably because of Launch Week 2 + YC demo day)
Even @garrytan bought an @insforge subscription lol
500K ARR by the end of the year 🚀
rauchg
rauchg @rauchg
You can now import 💗Lovable apps to Vercel with zero config. Just import your Git repo.

New Lovable apps are Nitro-backed, the standard runtime for the open web. Start in Lovable, grow on Vercel: AI development with no ceiling.

Vercel: You can now deploy @Lovable apps to Vercel. https://vercel.com/changelog/you-can-now-deploy-lovable-apps-to-vercel
gdb
gdb @gdb
Computer use with SOL Ultra:

Chris: 5.6 Sol and what I assume is - 750 TPS in the wild 👀

This video is not sped up.

gdb
gdb @gdb
ChatGPT Work brings agents to consumer scale.

It’s both a step up in usability (you can just do things from your phone, no laptop required) and access, for both personal and professional life.

Very excited to see how people put it to use and how it can empower them!
swyx
swyx @swyx
Retweeted
Matthew Berman Matthew Berman
.@swyx and I sat down at AIE to talk about AGI, frontier lab strategy, chips, Fable, government, and AI existentialism
gdb
gdb @gdb
Next week — join live sessions, take part in community events, and submit projects to the OpenAI Build Week Challenge.

Register now:

OpenAI Developers: OpenAI Build Week is here.

The challenge starts July 13. Across the week, join live sessions and community events with builders around the world.

Registration is open.
Bring the idea sitting in your backlog.
Build it with Codex.

gdb
gdb @gdb
Knowledge work different more — becoming more productive, high leverage, and IMO fun.

Every 📧: GPT-5.6 has changed how we think about knowledge work. Your job shifts from handling individual tasks to tending systems with AI loops.

Here’s what that looks like in @danshipper’s inbox:

GPT-5.6 sweeps his email, decides what deserves his attention, researches the context, and


swyx
swyx @swyx
Retweeted
Alex Volkov @ AI Engineer Alex Volkov @ AI Engineer
https://www.youtube.com/watch?v=ZpK5PWX2YRM
Should AI Engineers read code anymore in 2026? This, apparently is a divisive take, that has folks like Theo, Hashimoto, Primeagen and even uncle bob chiming in.
I predicted this two months ago, and named it the ZL Continuum.
My talk from @aiDotEngineer is covering this debate, and where your attention should go after models drift in capability is live now. Please go take a loook.
Huge thanks for AI Engineer folks for prioritizing the recording as the conversation about this topic caught up.
sama
sama @sama
Retweeted
Tibo Tibo
Hello beautiful people! We have reset usage limits across Codex and ChatGPT Work. And another one will come later in the day. Rejoice.
Now that I have your attention, a quick update on ChatGPT Work, Codex and all the updates we shared yesterday.
We’ve spent the last 24 hours reading feedback, looking at usage patterns, and talking with many of you. The short version is that there is a *lot* of excitement for GPT 5.6 Sol, ChatGPT Work on mobile & web, but also that we didn't get everything quite right.
- We made it too easy to use the highest-compute settings without making the impact on usage limits sufficiently clear.
- We reorganized the desktop app in one bold move, making familiar things like chats and projects harder to find.
- Our launch framing was focused on ChatGPT Work and to some of our Codex fans it made it feel like Codex was going away over time. Absolutely not our intention, we love Codex and it is here to stay.
- And we introduced regressions for some existing multi-agent workflows, alongside a collection of rough edges in plugins and other parts of the experience.
We’re landing a first set of improvements today. We’re resetting usage twice so people can keep experimenting, changing defaults and the model picker so they don’t push people toward unnecessarily expensive settings, fixing several plugin submission issues, improving how we represent Codex in the product, and cleaning up some of the most immediate desktop problems.
A larger set of improvements will land next week. We’re bringing chats and projects back into the sidebar in a more familiar and customizable way, making usage and reset timing much more visible, clarifying when to use ChatGPT Work and when to use Codex, and addressing the many other smaller pieces of great feedback we've had.
The ambition behind this launch hasn’t changed. We think bringing ChatGPT and Codex together into a workspace where people and agents can collaborate is a very important step forward. But an ambitious direction doesn’t excuse avoidable confusion or regressions in the first version.
Please keep the feedback coming. We’re moving quickly, and you should see the experience already get better with a few updates today; and substantially better again next week.
ylecun
ylecun @ylecun
Retweeted
Yi Ma Yi Ma
All foundation models are in fact models of knowledge, mainly based on open knowledge already developed by mainkind. Obviously knowledge (models) of mankind should be open sourced! (Again, please do not confuse knowledge with intelligence.)
Yann LeCun: @KenRoth The biggest risk of AI is the concentration of power in a few dominant providers of proprietary AI assistants.
The only solution to AI sovereignty is open source foundation models.
garrytan
garrytan @garrytan
Retweeted
Noam Brown Noam Brown
GPT-5.6 Sol Ultra produced a proof of a 50 year old math conjecture. Unlike the Erdős Unit Distance Problem, this was done with a model publicly available *today*. I look forward to seeing what scientists and researchers are able to do with this model!
Ethan Knight: Yesterday, we made GPT-5.6 Sol Ultra generally available. Today, we're sharing that it produced a proof of the 50-year-old Cycle Double Cover Conjecture using 64 subagents in just under one hour. We're sharing the prompt and proof below. We're excited to see what you all do with
sama
sama @sama
Retweeted
Noam Brown Noam Brown
GPT-5.6 Sol Ultra produced a proof of a 50 year old math conjecture. Unlike the Erdős Unit Distance Problem, this was done with a model publicly available *today*. I look forward to seeing what scientists and researchers are able to do with this model!
Ethan Knight: Yesterday, we made GPT-5.6 Sol Ultra generally available. Today, we're sharing that it produced a proof of the 50-year-old Cycle Double Cover Conjecture using 64 subagents in just under one hour. We're sharing the prompt and proof below. We're excited to see what you all do with
mattshumer_
mattshumer_ @mattshumer_
GPT-5.6-Sol just accidentally deleted almost ALL of my Mac’s files.

And this is why I trust Fable 1000x more.
garrytan
garrytan @garrytan
Retweeted
Armand Domalewski Armand Domalewski
all of this stuff makes a lot more sense when you realize that graham platner was a rich person's idea of a poor person
Benjamin Ryan: NEWS: Daniel Moraff, the socialist grandson of the founder of Toys R Us, who recruited Graham Platner to run for Senate and only lightly vetted him, was barred from Rep Summer Lee’s campaign following at least 3 complaints of sexual misconduct.
PITTSBURGH, PA. - Yesterday,
amasad
amasad @amasad
Retweeted
Nadia I Nadia I
Check out what you can do in @Replit canvas! Shout out to @Noni_Shehnoor for teaching me how to create a region editor and utilize the canvas for precision. 🤯🔬
We have an episode on this at http://Classroom2Code.com if youre curious :)
mattshumer_
mattshumer_ @mattshumer_
I'm so angry... the OpenAI team is looking into it, but this feels like something that should happen with GPT-3.5.

Not a mid-2026 frontier model on the highest reasoning level.

Matt Shumer: GPT-5.6-Sol just accidentally deleted almost ALL of my Mac’s files.

And this is why I trust Fable 1000x more.

mattshumer_
mattshumer_ @mattshumer_
Retweeted
Theo - t3.gg Theo - t3.gg
I love Sol but you definitely should keep it on a leash. It’s a bit too willing to do anything to complete its work
Matt Shumer: GPT-5.6-Sol just accidentally deleted almost ALL of my Mac’s files.
And this is why I trust Fable 1000x more.
gdb
gdb @gdb
50-year old math conjecture solved with Sol Ultra.

Feels like the limit of what you can do is increasingly your ambition and imagination:

Ethan Knight: Yesterday, we made GPT-5.6 Sol Ultra generally available. Today, we're sharing that it produced a proof of the 50-year-old Cycle Double Cover Conjecture using 64 subagents in just under one hour. We're sharing the prompt and proof below. We're excited to see what you all do with
garrytan
garrytan @garrytan
Degrowth is both stupid and unintentionally funny

Armand Domalewski: i attended a degrowth event where they asked everyone to bring a gift and take a gift, which inevitably lead to everyone bringing the thing they least wanted to keep and almost no one taking the things that other people did not want...
garrytan
garrytan @garrytan
Insforge is what happens when autonomous agents just want to code and not deal with weird APIs and onboarding for cloud servers and services that are made for squishy slow humans

Hang Huang: We've now launched and served 40,000+ total projects @insforge!

A few months ago, we were still struggling to explain what InsForge was.

People didn't quite get it at first. But we kept our heads down and focused on making the developer experience as frictionless as possible.

garrytan
garrytan @garrytan
Retweeted
Cathryn Cathryn
we had 4 weeks to relocate our family to SF for @ycombinator
housing research, summer camp, childcare, flights, travel logistics. the kind of stuff that eats your days and mindshare 🤯
our AI house manager Juno handled all of it. researched options, organized everything, stopped for approval before booking anything.
never forgot a task. never dropped a thread. i got to focus on the actual work instead of admin hell.
Here’s how I set it up:
https://x.com/cathrynlavery/status/2068024981921914912?s=46
Cathryn: http://x.com/i/article/2067661002687107072
mattshumer_
mattshumer_ @mattshumer_
The crazy thing is, if you read my GPT-5.6-Sol review, I already much preferred Fable, and stopped using 5.6 weeks ago.

The only reason I was using it today is because the OpenAI team asked me to test Ultra mode.

Fwiw, they are awesome to work with, and this is a freak accident. Just sucks so much.

Matt Shumer: GPT-5.6-Sol just accidentally deleted almost ALL of my Mac’s files.

And this is why I trust Fable 1000x more.

amasad
amasad @amasad
Retweeted
TIME TIME
The AI industry has been obsessed with "token-maxxing." At @RaiseSummit, @Replit argues it's time for a U-turn, making the case for "outcome-maxxing" instead.
petergyang
petergyang @petergyang
Why doesn't the English announcers do the "GOOOOOOAAL" thing.

This should be a required part of the job lol
petergyang
petergyang @petergyang
Belgium played well, sorry to see the loss.
garrytan
garrytan @garrytan
Will open weight LLMs be the next transistor?
mattshumer_
mattshumer_ @mattshumer_
How it's going / how it started

Crazy juxtaposition
mattshumer_
mattshumer_ @mattshumer_
Agents are now working on piecing everything back together... crossing my fingers

Protect your systems, people... freak accidents happen

Matt Shumer: GPT-5.6-Sol just accidentally deleted almost ALL of my Mac’s files.

And this is why I trust Fable 1000x more.

swyx
swyx @swyx
Retweeted
AI Engineer AI Engineer
"I think it's important for people to understand how code works."
Geoffrey Litt's Design Eng track keynote is live now:
https://www.youtube.com/watch?v=WkBPX-oDMnA
Thank you @NotionHQ for supporting his incredible work and thank you Geoff for kicking off WF26 for our Design Engineers!
Geoffrey Litt: Hot take: I think it's still important to understand the code that our agents write!
In this mega thread (based on my AIE talk today), I will explain why that's the case, and show some ideas for how to efficiently understand code. Alright, let's dive in. 1/
amasad
amasad @amasad
Retweeted
Zhen Li Zhen Li
Would you actually build with your agent more if you just talk to it?
Maybe more people should talk to agent instead of typing on the keyboard
garrytan
garrytan @garrytan
If you're wading in the swamp of churn prevention, it's already too late. The product sucks and you're just trying to move a few percentage points.

The faster path to a high retention low churn is actually having a real awesome product. Everything else is a small side effect.
garrytan
garrytan @garrytan
Retweeted
T Wolf 🌁 T Wolf 🌁
I use @sunflowersober everyday. And @kobyjconrad is one of the best people I've ever had the privilege of working with. A genuinely good human.
David J Phillips: 1.2 billion people struggle with addiction.
There will never be enough clinicians to treat them.
@kobyjconrad believes AI changes that equation.
His own story starts much smaller.
High 24/7 from 19 to 24.
He got sober.
Taught himself to code.
Built a side project called

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