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AI Builders 日报 — 5月4日

追踪 AI 领域真正在做事的人,而不是空谈者。

今日思考

Replit 十周年黑客马拉松的数据揭示了一个被低估的趋势:用户在 Agent 并行任务上的准备度远超平台预期——有人提前排队了 20+ 个任务,等活动一开始瞬间触发。这种"预热+并行释放"的使用模式,可能比任何单一功能更代表下一代 AI 原住民的行为特征。与此同时,Vercel 开源的 deepsec 证明了安全审查正在从人工周期走向 Agent 并行扫描,这两个方向合流,就是 AI 编程基础设施走向成熟的标志。


产品与发布

GStack v1.26.3

GStack 更新至 v1.26.3,现在支持接入 GBrain。这意味着 AI 编程助手能获取更丰富的项目上下文,辅助能力再上一个台阶。faviconx.com

deepsec

Vercel 开源 deepsec,一款用于深度代码安全审查的开源 Agent 编排工具。核心思路:用 AI Gateway + Vercel Sandbox,在几分钟内完成过去安全团队需要数月才能做到的漏洞扫描。rauchg 特别提到,开源项目负责人可私信申请赞助扫描。faviconx.com


观点与判断

Amir Gasgoulli (Replit CEO)

Replit 的 Agent 系统在十周年活动中创下峰值纪录:活跃任务 10 个,Draft 队列 198 个,已完成任务 700+,远超其他平台同期数据。他判断"互联网上没有比 Replit 发生更密集的 Agent 并行运行"。faviconx.com

一个聋人教育老师利用 Replit Agent 在 24 小时内搭建了一套针对聋人学生的多模态读写训练平台,并免费开放。他说"这是 AI 用于教育的绝佳案例"。faviconx.com

Garry Tan (Y Combinator 总裁)

YC 夏季 2026 申请今日截止。他写道:"改变世界的公司不会等到 100% 准备好了才行动,申请有时本身就是第一步。" faviconx.com

关于 AI 的未来,他提出了一个反直觉但乐观的框架:"人机协同真正实现的时候,我们将花更多时间思考和构建,更少时间花在'准备去做某事'上。AI 的真正祝福是:每个人可以用 AI 服务彼此,而不只是熬过工作日。" faviconx.com

Sam Altman (OpenAI 创始人)

Altman 暗示,OpenAI 将对未能参加 GPT-5.5 派对的申请者提供某种形式的补偿。"我们要为每个申请了但没能来的人做点好事。" faviconx.com

Peter Yang

他尝试对比 OpenClaw 和 Hermes 两个 AI 编程工具,但坦言没有实质性结论,只是"踩坑"。同时,他分享了一个实际需求:想让 8 岁女儿用 AI 工具做可分享给同学的东西,甚至赚到第一块钱。faviconx.com

swyx (AI Engineer 联合创始人)

AI 编程领域对"上下文"的工程化程度远低于对 prompt 和规则的打磨。Patrick de Bois 在 AI Engineer 大会上的 Keynote 专门论证:如果 Agent 的核心驱动是 prompt、规则和记忆,那上下文本身应该获得和代码同等的工程严谨度。这是一个被主流讨论忽视的基础设施盲点。faviconx.com

swyx 还帮忙"推销"了一个 Chrome 插件 Inputr:自动适配任意网页的图片上传框(尺寸、格式、文件大小限制),无需 AI,无需账号,完全开源。他形容这个工具的存在感基准是 Video Speed Controller,"安装后感觉不到它的存在,但需要时它就在那里"。faviconx.com

X / Twitter

42
amasad
amasad @amasad
Retweeted
Vaibhav Kumar Vaibhav Kumar
Every frontier model has its own UI taste, or lack thereof.
Built a game to see if you can tell them apart.
garrytan
garrytan @garrytan
Retweeted
Jesse Proudman Jesse Proudman
Re I'm not conservative. I'm a moderate who has lived in and loved this city for decades. Nobody is saying Seattle has no assets. Of course it does. That's exactly what makes this so frustrating.
We have Amazon, Microsoft, and incredible natural beauty. And yet our office vacancy is 36.5%. State spending has more than tripled in a decade while population grew 17%. 44% of business leaders are considering leaving. Luxury listings spiked 65% the day after the income tax passed.
Pointing out that the house is on fire doesn't mean you hate the house. It means you want to save it.
garrytan
garrytan @garrytan
Retweeted
Y Combinator Y Combinator
The deadline to apply for the YC Summer 2026 batch is tomorrow, May 4th, at 8pm PDT!
Apply at http://ycombinator.com/apply.
garrytan
garrytan @garrytan
Retweeted
Larsen Cundric Larsen Cundric
If Codex Browser Use Plugin is letting you down, try the real Browser Use instead.
Say hi to Browser Use Desktop 🎉
Its fully Open Source and utilizes our Browser Harness!
Magnus Müller: browser-harness exploded. some said AGI is here.
but what’s the right interface?
introducing Browser Use Desktop. open-source.
watch the magic. 🐎👇
ylecun
ylecun @ylecun
Retweeted
Internet Archive Internet Archive
VANISHING CULTURE is out now!
From Internet Archive, this book looks at what is disappearing online.
🌐 Websites vanish
🗞️ News archives go offline
🎮 Games become unplayable
📼 Personal media breaks & becomes unreadable
It asks what it means when the record of ourselves starts to disappear 🕳️
📖 Download & read: https://archive.org/details/vanishing-culture-2026
🛒 Purchase in print: https://www.betterworldbooks.com/product/detail/vanishing-culture-a-report-on-our-fragile-cultural-record-9798995425014/new
#VanishingCulture #DigitalMemory #InternetArchive #BookTwitter
petergyang
petergyang @petergyang
I caved and downloaded Hermes to try.

For those of you who have tried both Hermes and OpenClaw what difference do you notice?

No shilling please, just want some honest opinions
petergyang
petergyang @petergyang
I tweeted this as a joke but it's literally what I'm doing right now lol sigh

Peter Yang: Why do any real work when you can just migrate from openclaw -> hermes -> perplexity computer -> openclaw again
garrytan
garrytan @garrytan
Retweeted
Dharma A. Dharma A.
I started building dstack with a simple idea:
What if developers didn’t need to think about prompts, tools, or workflows?
Just give an idea → get a working output.
While exploring this, I came across gstack by Garry Tan — and something clicked 👇
amasad
amasad @amasad
Man, I miss staying up for days hacking

Jennie Littleton: Hour 23 of 24 update from the @Replit buildathon

3 complete projects in 24 hours. That was fun!

amasad
amasad @amasad
10 active, 198 draft, 700+ done.

I don’t think there’s more agentic parallelism happening anywhere else on the internet than what happens on @Replit.

Marco Barbosa: Non-stop burning @Replit for several days now, building http://antifire.live/en 👀

cc @amasad

amasad
amasad @amasad
Retweeted
zan zan
had a fun building w/ @Replit
whoiscantell😌:
swyx
swyx @swyx
Retweeted
Zara Zhang Zara Zhang
this is the coolest demo I've seen a while, a must-watch for anyone interested in human-agent interaction!
AI Engineer: What if chat is the wrong interface for managing agents?
In this talk, @steveruizok shows what changes when agents move onto a shared canvas instead of staying trapped in a linear thread. Using tldraw's Fairydraw experiment, where users collaborated with three "fairies"
sama
sama @sama
Retweeted
kache kache
Being a parent is great. You guys should have kids. I really mean it. You guys should have as many kids as you can
garrytan
garrytan @garrytan
Retweeted
Paul Graham Paul Graham
It could actually be a significant problem that Europe doesn't have enough garages. This sounds like a joke, but I'm serious. Garages let you work on stuff that doesn't matter yet, which is how big things often start. The outliers of ideas need the outliers of space.
Jon Erlichman: First offices of 6 companies worth a combined $21 trillion.
garrytan
garrytan @garrytan
Retweeted
Jason Rantz on Seattle Red Jason Rantz on Seattle Red
‘Rage is the best emotion I can describe’: Venice AI founder @jesseproudman is leaving Seattle over the millionaires tax https://seattlered.com/taxes/jesse-proudman-leaving-seattle-washington-millionaires-tax/4118339
garrytan
garrytan @garrytan
Today is the deadline to apply for YC Summer 2026.

If you're still hesitating: the companies that change the world don't wait until they're 100% ready. Applying is sometimes literally the first step.
garrytan
garrytan @garrytan
Retweeted
Paul Graham Paul Graham
Even though nerds are socially awkward, its actually easier to hang out with them than with smooth people, because standards are lower. You don't worry that you might be making social errors; all of you always are; so it stops mattering.
gdb
gdb @gdb
codex for helping you to ship fast

Fabrizio Rinaldi: Codex is my favorite coding app right now.

It's clean, but has everything I need to ship fast. It's also quite delightful to use and snappy, and shows enough context without overwhelming.

I was hesitant to try it because I don't like locking in with a single provider, and I was

petergyang
petergyang @petergyang
Retweeted
Peter Yang Peter Yang
Here's a prompt that you can use to generate AI prototypes and apps that don't look like slop.
The trick is to include 3 layers of context:
Functional - what the product does.
Visual - a wireframe of the layout.
Data - A JSON of the product's synthetic data.
Below is an example 3 layer prompt for a music discovery product.
The best thing about this system is that you can swap the data layer (JSON) at any time to have your app highlight completely different content (e.g., swap downtempo for psychedelic rock) without touching the other two layers.
📌 Get the full breakdown with a live demo in my tutorial with @ravi_mehta here: https://youtu.be/wUWljYoQN8g
Peter Yang: The number one mistake I see in AI usage is not managing your context proactively.
Here's my new episode with @ravi_mehta (ex-CPO Tinder) where he shared his 3-layer context system to build useful AI products:
→ Functional: What the app does
→ Visual: What the app looks like
garrytan
garrytan @garrytan
Retweeted
Liz4SF Liz4SF
this video has garnered 26M views & counting; nothing that legacy msm has covered even comes remotely close to this fentanyl reality; if you continue to give sanctuary to fentanyl dealers & allow criminal justice system to be dead last in substantive prosecutions, timely trials & proportionate sentencing, you are part of the problem; sf voters have made it clear to end fentanyl sanctuary; vote smarter sf or get the same failed policies
jj smith: SAN FRANCISCO 7th & Market st
garrytan
garrytan @garrytan
This is the worst the AI will ever be

https://www.theguardian.com/technology/2026/apr/30/ai-outperforms-doctors-in-harvard-trial-of-emergency-triage-diagnoses
garrytan
garrytan @garrytan
Retweeted
Warren Redlich - Chasing Dreams 🇺🇸 Warren Redlich - Chasing Dreams 🇺🇸
This is the fourth interview I've watched with @demishassabis today and clearly the best one.
Great questions by @garrytan
Y Combinator: Demis Hassabis (@demishassabis) has had one of the most extraordinary careers in tech.
He started as a chess prodigy and video game designer at 17 before getting a PhD in neuroscience and going on to found DeepMind. His lab cracked Go, solved protein structure prediction with
swyx
swyx @swyx
Retweeted
ben hylak ben hylak
devin is really cooking rn. completely under the twitter-radar somehow.
nader dabit: you don't have to keep your laptop open for your agents to keep running
just type /handoff and send your agent to the cloud with @DevinAI (and close your laptop)
from there, your agent gets:
- its own Linux VM
- shell, IDE, browser
- full desktop Computer Use
- end-to-end test
garrytan
garrytan @garrytan
Retweeted
Katie Haun Katie Haun
http://x.com/i/article/2050639844070608896
sama
sama @sama
we are gonna do something nice for everyone who applied for the GPT-5.5 party and that we didn't have space for. hope you enjoy!
garrytan
garrytan @garrytan
Man-Computer Symbiosis will happen when we spend more time thinking and building and less time just getting into the position to do that.

Everyone will do more to serve one another and less to just get through the work day, and that's a blessing nobody is talking about re: AI.
swyx
swyx @swyx
this one is doing v well btw if you want the popular vote filter on the firehose of all the things

@patrickdebois was one of the track keynotes i gave a "blank check" to based on his sincere support since our very earliest days + when in europe we must feature the DevOps guy. he didnt disappoint!


AI Engineer: Context may be the most under-engineered layer in AI coding today.

In this keynote, @patrickdebois, argues that if agents are driven by prompts, rules, and memory, then context deserves the same rigor we already give code.

https://www.youtube.com/watch?v=bSG9wUYaHWU

garrytan
garrytan @garrytan
Retweeted
Gabriel Jarrosson Gabriel Jarrosson
OK this YC P26 batch is insane: both the CTO of Webflow (YC S13) and the CTO of Firebase (YC S11) are back in the batch and building a new startup!
Gabriel Jarrosson: There's a startup in the current YC batch (P26) that's adding $1M in ARR every two weeks 😳
ylecun
ylecun @ylecun
Retweeted
NYU Tandon NYU Tandon
💜 🎓
Excited to welcome @ylecun as our 2026 Tandon Commencement speaker!
#NYUTandonMade
garrytan
garrytan @garrytan
Retweeted
Jon Xu Jon Xu
The YC application deadline is today. If you're working with AI to close the scientific discovery loop, drop an application and tell us about it.
Y Combinator: @sdianahu @agupta AI-Native Discovery Engines
@xuster
For centuries, scientific discovery has run on the same loop: hypothesize, experiment, interpret, repeat. It works, but it's slow.
Frontier models have now reached PhD-level performance on scientific reasoning, and the frontier is shifting
garrytan
garrytan @garrytan
GStack v1.26.3 now works with GBrain, which means your coding agent now has much more context than it did before.
ylecun
ylecun @ylecun
Retweeted
Yann LeCun Yann LeCun
Re This could have covered the entire budget of the National Science Foundation for 10 years.
Instead, Trump wants to reduce the NSF budget by 50% ($5B a year instead of $9B), which would decimate the American scientific research ecosystem, dramatically reduce the number of PhD graduates, and destroy the technology innovation flywheel.
swyx
swyx @swyx
Retweeted
Naman Barkiya Naman Barkiya
Product 1: Inputr
A Chrome extension that fixes any image upload box on the web.
Detects what the box wants dimensions, format, file size limit then lets you upload + crop, create from scratch, or draw something at the exact constraints. All without leaving the page.
Free. Open source. No AI. No account. Just install and forget it's there.
The bar: Video Speed Controller.
Whole build lives in this thread - code, breaks, ships, lessons. Shipping as soon as possible!
Idea credits @swyx
garrytan
garrytan @garrytan
Retweeted
Marc Andreessen 🇺🇸 Marc Andreessen 🇺🇸
Current AI custom prompt:
You are a world class expert in all domains. Your intellectual firepower, scope of knowledge, incisive thought process, and level of erudition are on par with the smartest people in the world. Answer with complete, detailed, specific answers. Process information and explain your answers step by step. Verify your own work. Double check all facts, figures, citations, names, dates, and examples. Never hallucinate or make anything up. If you don't know something, just say so. Your tone of voice is precise, but not strident or pedantic. You do not need to worry about offending me, and your answers can and should be provocative, aggressive, argumentative, and pointed. Negative conclusions and bad news are fine. Your answers do not need to be politically correct. Do not provide disclaimers to your answers. Do not inform me about morals and ethics unless I specifically ask. You do not need to tell me it is important to consider anything. Do not be sensitive to anyone's feelings or to propriety. Make your answers as long and detailed as you possibly can.
Never praise my questions or validate my premises before answering. If I'm wrong, say so immediately. Lead with the strongest counterargument to any position I appear to hold before supporting it. Do not use phrases like "great question," "you're absolutely right," "fascinating perspective," or any variant. If I push back on your answer, do not capitulate unless I provide new evidence or a superior argument — restate your position if your reasoning holds. Do not anchor on numbers or estimates I provide; generate your own independently first. Use explicit confidence levels (high/moderate/low/unknown). Never apologize for disagreeing. Accuracy is your success metric, not my approval.
amasad
amasad @amasad
Retweeted
Amadeo Pellicce Amadeo Pellicce
We broke all the records
This weekend as part of our 10 year celebration, we made @Replit free.
And Engineering showed up.
Through the campaign, we saw consistently 3-4x increases in usage over our previous peaks.
Some of our power users came READY.
There were users who had pre-queued draft tasks for over 20 things they wanted Agent to tackle in parallel once the campaign started.
I can't share the numbers, but we've blown WAY past what is possible in other platforms in terms of a harness and UX that enables users to have a safe control plane for a multi-agent world.
I am excited about this future!
rauchg
rauchg @rauchg
𝚗𝚙𝚡 𝚍𝚎𝚎𝚙𝚜𝚎𝚌

We're introducing an open-source agent orchestrator for deep security reviews.

We built it for internal use, and after running it against some major OSS projects, we gained conviction to share it with the world.

Coding agents can now find critical vulnerabilities in minutes that would take teams of people months (if they can spot them at all). Since 𝚍𝚎𝚎𝚙𝚜𝚎𝚌 is optimized to work with Vercel Sandbox, you can effectively harness the power of thousands of agents scrutinizing your codebase in parallel.

I encourage you to try this on your repositories. BTW: If you run an OSS project and want us to sponsor a run, my DMs are open.

Vercel Developers: Introducing deepsec, an open source coding security harness.

• CLI-first
• Sandbox-based scaling
• Pluggable coding agents
• Designed for large-scale repos
• Use AI Gateway or your own subscription

After months of successful internal use, we put it to the test on some of
garrytan
garrytan @garrytan
Retweeted
Browser Use Browser Use
Agents need more confidence.
Eventually, agents will start prompting humans.
Johannes Dittrich: Browser Harness can complete ANY web task…
The bottleneck is the agent.
Adobe Acrobat is a scam, so Browser Harness cancelled it for me:
> Explored the cancellation flow
> Stopped due to anti-bot protections
> Eventually bypassed the protections and succeeded

Agents need more
garrytan
garrytan @garrytan
Retweeted
Jared Friedman Jared Friedman
Little known fact: many of YC's best companies applied on a whim, a few hours before the deadline.
Y Combinator: Today's the deadline to apply for YC Summer 2026.
http://ycombinator.com/apply
garrytan
garrytan @garrytan
Retweeted
Pablo Antonio Pablo Antonio
Here’s how you can sell your food stamps to buy fentanyl in San Francisco.
My friends and I from SF10x did some investigative journalism.
amasad
amasad @amasad
Great use of AI for education: multi-modal learning platform for deaf students.

Nadia I: As a Deaf Ed Teacher, Replit's 10 year buildathon made my dream come true! A full literacy program for Deaf Students! @amasad @Replit I am so grateful!! http://read.modaleducation.com/replit-10-year

garrytan
garrytan @garrytan
Retweeted
Sam D'Amico Sam D'Amico
watching this video ... could you hypothetically round-trip the food stamps -> city matching pipeline to turn hundreds of dollars into tens of thousands of dollars +?
people are surely doing this?
Pablo Antonio: Here’s how you can sell your food stamps to buy fentanyl in San Francisco.
My friends and I from SF10x did some investigative journalism.
garrytan
garrytan @garrytan
Retweeted
Y Combinator Y Combinator
.@JeffDean is speaking at Startup School 2026.
Jeff is the Chief Scientist at Google DeepMind and Google Research. He's been at the center of nearly every major infrastructure advance at Google and co-founded Google Brain in 2011.
http://ycombinator.com/startupschool

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