Guillermo Rauch(@rauchg)

A computer for every agent, in every region

Guillermo Rauch (@rauchg) — Thu, 10 Sep 2026 21:15:52 GMT

A computer for every agent, in every region

Vercel Developers@vercel_dev

You can now run Vercel Sandbox in all Vercel compute regions.

▪︎ Set a default per project
▪︎ Add failover regions on Pro and Enterprise
▪︎ Cut latency and control data residency

vercel.com/changelog/verc…

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Each day ~10 million deployments are made on Vercel, with 2.35 billion made to date. Vercel is one ...

Guillermo Rauch (@rauchg) — Thu, 10 Sep 2026 16:47:43 GMT

Each day ~10 million deployments are made on Vercel, with 2.35 billion made to date.

Vercel is one of the most heavily multi-tenant systems in the world. Billions of application deployments co-exist and are accessible ('routable') on our CDN at any given moment.

Underlying our CDN is a global metadata store that synchronizes within hundreds of milliseconds, globally. e.g: when you roll back, change config, add routes, etc.

We just made this system 91% faster at p99, and in the process sped up the build→deploy pipeline. All of this while the system is under immense pressure from the growth in agentic deployments.

Great read on the internals of Vercel from our CDN engineering team:

Vercel Developers@vercel_dev

The Vercel CDN makes over 80 million routing decisions per second.

We cut P99 metadata lookup latency by 91%, helping requests reach your pages faster and speeding up deployments along the way ↓
vercel.com/blog/how-we-cu…

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We made deployments faster again

Guillermo Rauch (@rauchg) — Thu, 10 Sep 2026 15:09:10 GMT

We made deployments faster again

Vercel Developers@vercel_dev

Deployments on Vercel are now faster.
Up to 12s faster for large projects. No action needed.
vercel.com/changelog/depl…

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AI Benchmarks with @Benchmark & @Vercel. It's ① the most aptly named event in SF history and ② abou...

Guillermo Rauch (@rauchg) — Thu, 10 Sep 2026 00:01:58 GMT

AI Benchmarks with @Benchmark & @Vercel.

It's ① the most aptly named event in SF history and ② about one of the most important software categories of our generation.

The companies that benchmark models and guide the world towards skill, truth and efficiency.

Join us: partiful.com/e/OYitylvrnt5t…

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8 price cuts, fee removals and structure improvements, plus 16 model discounts… in the last 6 months...

Guillermo Rauch (@rauchg) — Wed, 09 Sep 2026 23:23:14 GMT

8 price cuts, fee removals and structure improvements, plus 16 model discounts… in the last 6 months alone. More to come…

Vercel Developers@vercel_dev

You now have more ways to keep deployments secure on Vercel:

▪︎ Free Vercel Auth for every deployment on all plans
▪︎ 85% cheaper per-project Password Protection

vercel.com/changelog/prot…

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Token volume on @vercel AI Gateway has averaged double-digit weekly growth for 8 straight weeks. Las...

Guillermo Rauch (@rauchg) — Wed, 09 Sep 2026 03:44:26 GMT

Token volume on @vercel AI Gateway has averaged double-digit weekly growth for 8 straight weeks. Last week it accelerated to +24.8%. It’s almost inconceivable. Infinite demand of intelligence.

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/goal understand the universe

Guillermo Rauch (@rauchg) — Wed, 09 Sep 2026 03:20:18 GMT

/goal understand the universe

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Chat has won. It's all chat + computer from this point on

Guillermo Rauch (@rauchg) — Tue, 08 Sep 2026 19:35:51 GMT

Chat has won. It's all chat + computer from this point on

Alexandr Wang@alexandr_wang

1/ today we're rolling out Muse, our new personal ai assistant. Muse is always-on, wicked fast, can use a browser, connect to your apps, and is designed to be secure.

try it now: muse.ai.

Your browser does not support the video tag.

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You can now go viral on 𝕏 without the stress of runaway CDN bills. Crucially, without sacrificing ...

Guillermo Rauch (@rauchg) — Tue, 08 Sep 2026 18:20:52 GMT

You can now go viral on 𝕏 without the stress of runaway CDN bills.

Crucially, without sacrificing our S-tier network performance.

AI is making devs and startups take off crazy fast. Flat Rate CDN brings you both scale and peace of mind.

Vercel@vercel

Introducing Flat Rate CDN for Pro teams.

• Fixed monthly pricing in one predictable bill
• Premium global network performance
• Automatic protection for viral spikes

vercel.com/blog/introduci…

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https://t.co/3Z4NESzNKd keeps getting faster and smaller libfx now takes <𝟸𝚖𝚜 to initialize c...

Guillermo Rauch (@rauchg) — Tue, 08 Sep 2026 15:23:50 GMT

fx.sh keeps getting faster and smaller

libfx now takes <𝟸𝚖𝚜 to initialize cold in @nodejs / @bunjavascript, compared to pure-JS harnesses taking ~𝟺𝟶𝟶𝚖𝚜

Pranit@fazxes

fx v0.0.8

Embedding fx just got much faster.

• NAPI initialization is over 40× faster
• Smaller, more accurate shell tool with 75% fewer actions
• TUI up to 19.6× faster, with first paint 74.6× faster
• Common CLI commands 18–25% faster
• 2.8% smaller binary (6.01mib vs 6.19mib)
• Active turns can now be steered with Enter

We've also documented MCP integrations with @calcom , @clerk, @knocklabs, @plainsupport, @prisma, @sentry, @Stagehanddev, @upstashfx.sh/changelog#v0.0…

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Lots of cool stuff shipping this week

Guillermo Rauch (@rauchg) — Tue, 08 Sep 2026 01:32:57 GMT

Lots of cool stuff shipping this week

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Your software factory needs high quality video recording. 𝚊𝚐𝚎𝚗𝚝-𝚋𝚛𝚘𝚠𝚜𝚎𝚛 delivers. We’re...

Guillermo Rauch (@rauchg) — Tue, 08 Sep 2026 01:25:49 GMT

Your software factory needs high quality video recording. 𝚊𝚐𝚎𝚗𝚝-𝚋𝚛𝚘𝚠𝚜𝚎𝚛 delivers.

We’re shipping more functionality derived from the lessons of automating the new bottleneck in software engineering: review, testing and QA.

Chris Tate@ctatedev

agent-browser can now record at 60fps

Just add --fps 60

Your browser does not support the video tag.

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▲ ~/𝚛𝚊𝚞𝚌𝚑𝚐/𝚘𝚜𝚜-𝚐𝚛𝚊𝚗𝚝𝚜/ 𝚕𝚜▐ (v2) I'm announcing v2 of my open source grants of $1...

Guillermo Rauch (@rauchg) — Tue, 08 Sep 2026 00:13:14 GMT

▲ ~/𝚛𝚊𝚞𝚌𝚑𝚐/𝚘𝚜𝚜-𝚐𝚛𝚊𝚗𝚝𝚜/  𝚕𝚜▐  (v2)

I'm announcing v2 of my open source grants of $1,000USD to 35 awesome contributors. The themes:

① Agent skills & tools
Skills are now a valuable form of software, like Emil's world-class design eng work. Projects like 𝚙𝚐𝚋𝚘𝚝, 𝚔𝚗𝚒𝚙, 𝚞𝚗𝚕𝚒𝚐𝚑𝚝𝚑𝚘𝚞𝚜𝚎 create amazing AI engineering loops.

② Local AI
Projects like 𝚜𝚕𝚘𝚝𝚜𝚝𝚛𝚎𝚊𝚖, 𝙻𝚘𝚌𝚊𝚕𝙰𝙸, and 𝚌𝚘𝚕𝚒𝚋𝚛𝚒 are making inference not just a demo but for many a real and growing utility. Exciting to watch local AI unfold.

③ Performance
There's no excuse for software to be slow anymore. Projects like 𝚏𝚏𝚏 and 𝚝𝚊𝚔𝚞𝚖𝚒 leading with speed, compilers like 𝙿𝚎𝚛𝚛𝚢𝚃𝚂 and 𝚙𝚘𝚛𝚏𝚏𝚘𝚛 that can help us upgrade entire ecosystems to native, and 𝚐𝚙𝚞𝚒𝚡 pushing the GPU rendering speed frontier.

④ High quality foundations
AI is still at its best when it can reuse great components than regenerating every time from first principles. Lots of love to folks working on @shadcn, Svelte(kit), gloom.shity foundations.

⑤ Cool experiments
I couldn't resist donating to https://t.co/j9XATPrauchg-oss-grants.vercel.appal in the terminal', or beautiful funky things like 𝚍𝚒𝚝𝚑𝚎𝚛-𝚔𝚒𝚝.

🔗 https://t.co/tkCpYPkHxH

PS: These are personal, not affiliated with Vercel, and fully unconditional. If you are listed, I'll be DM'ing you or using your public contact info!

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So good

Guillermo Rauch (@rauchg) — Mon, 07 Sep 2026 17:36:53 GMT

So good

Three.js@threejs

🗒️doodleshooter.vercel.appm

Your browser does not support the video tag.

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The case for total Linux victory (desktop, mobile, server, iot, robots, embedded…): 1) Most agent...

Guillermo Rauch (@rauchg) — Mon, 07 Sep 2026 16:15:41 GMT

The case for *total* Linux victory (desktop, mobile, server, iot, robots, embedded…):

1) Most agent-programmable
People will want fully personalized computing experiences. macOS makes it hard to even ship a tiny app to your menubar.

2) Open source training data
Blender beats all its competitors because it's optimal in the most important dimension: agents can train on it and use it efficiently. OSS wins.

3) Design being democratized
macOS has historically had a 'monopoly' on beautiful OS design. The global design community is now huge, they're motivated, they have tokens.

4) Computing moving to cloud sandboxes
More and more of our personal and professional computing experiences will come from agents that orchestrate work in the cloud, using sandboxes. Those sandboxes will be Linux. Bonus: seamless continuum between local & remote

5) Security
Every piece of software is now at major risk, Linux included. But Linux has the collective investment of everyone on the planet throwing tokens at it.

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"Where do you want to go today?" In 1994 Microsoft launched an ad campaign under this motto. I thin...

Guillermo Rauch (@rauchg) — Mon, 07 Sep 2026 15:58:35 GMT

"Where do you want to go today?"

In 1994 Microsoft launched an ad campaign under this motto. I think it represented the potential of computing very well, but it was quite aspirational.

The internet & www was in its infancy, software was hard to obtain (CDs and long downloads), programming your own computer was tricky. In fact, it was so tricky I switched to Linux in order to teach myself how to code and get true 'root' on my PC 😁

Now, I look at what AI is enabling, the limits on what you can ship vanishing, and the new worlds being created, and I realize that question is perfect for 2026.

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Anyone that works in AI is working the hardest they've ever worked in their lives. On the surface it...

Guillermo Rauch (@rauchg) — Sat, 05 Sep 2026 23:11:55 GMT

Anyone that works in AI is working the hardest they've ever worked in their lives. On the surface it's somewhat ironic (AI should give us back time!), but the reality is that it's the most fun, fascinating and empowering epoch in human history. The intelligence revolution.

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True. Open source ftw

Guillermo Rauch (@rauchg) — Sat, 05 Sep 2026 22:22:12 GMT

True. Open source ftw

Jerry Tworek@MillionInt

The unexpected benefit of open source is that it allows model training companies to train on using your software (and optimizing it) for free.

Blender may have just won as a 3D asset creation software because the models will be better at using it than any proprietary ones

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SF is the best running city in the world. Hills galore. Perfect weather.

Guillermo Rauch (@rauchg) — Sat, 05 Sep 2026 19:31:26 GMT

SF is the best running city in the world. Hills galore. Perfect weather.

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Astra is now the best cybersecurity model in the world on @vercel DeepsecBench. It pulls off in 49 ...

Guillermo Rauch (@rauchg) — Sat, 05 Sep 2026 17:11:16 GMT

Astra is now the best cybersecurity model in the world on @vercel DeepsecBench.

It pulls off in 49 minutes what took Sol ~4 hours, with a better score, at nearly the same cost. It's more effective and 50% cheaper than Claude Opus 5 max.

vercel.com/ai-gateway/lea…

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これ

Guillermo Rauch (@rauchg) — Sat, 05 Sep 2026 04:25:44 GMT

これ

catnose@catnose99

デプロイ速度大事

しずかなインターネットはNext.js をCloud Runでセルフホストしてるけどチューニングしてもデプロイ完了まで7分はかかる

Vercelは同じ規模のものが1分でデプロイできてリリースの心理的ハードルが全然違う

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Super bullish on WebMCP. Much like Tesla FSD meets the world where it is (streets, stoplights, potho...

Guillermo Rauch (@rauchg) — Sat, 05 Sep 2026 02:38:23 GMT

Super bullish on WebMCP. Much like Tesla FSD meets the world where it is (streets, stoplights, potholes and all), agents *need* to ride the existing WWW infrastructure… WebMCP makes it more efficient.

Some pretty unique wins too. e.g: Next.js dev pages could expose debugging tools directly to agents in the specific tab they’re testing, with page-specific context, instead of sifting through server logs. No separate MCP server to find and configure because the page directly exposes its own 'agent tools'.

e.g: in this world 𝚏𝚡 + 𝚊𝚐𝚎𝚗𝚝-𝚋𝚛𝚘𝚠𝚜𝚎𝚛 is a complete web dev stack with zero loss in debugging depth

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AI software factories will yield bug-free, self-improving software

Guillermo Rauch (@rauchg) — Fri, 04 Sep 2026 17:25:14 GMT

AI software factories will yield bug-free, self-improving software

Next.js@nextjs

We closed 1,500 issues on 𝚟𝚎𝚛𝚌𝚎𝚕/𝚗𝚎𝚡𝚝.𝚓𝚜 in one month by building a 𝚌𝚕𝚘𝚜𝚊𝚋𝚒𝚕𝚒𝚝𝚢 agent with @eve.

The workflow:
1. Search related work
2. Try to reproduce bugs across versions in a sandbox
3. Retunextjs.org/blog/how-we-cl…https://t.co/uuz2BYDHjf

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“Feedback is a gift” has always been a favorite mantra of mine and a strongly-held belief. Now it’s...

Guillermo Rauch (@rauchg) — Fri, 04 Sep 2026 03:47:49 GMT

“Feedback is a gift” has always been a favorite mantra of mine and a strongly-held belief.

Now it’s fact. Each piece of feedback is someone gifting you a prompt for you to give your agents to improve your product ☺️

Thankful for everyone who takes time (or tokens) to critique our products, write to us or forward your agents’ transcripts.

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If you intern at Vercel, you can work on incredible projects like this one. Improving Next.js chunki...

Guillermo Rauch (@rauchg) — Thu, 03 Sep 2026 22:29:22 GMT

If you intern at Vercel, you can work on incredible projects like this one. Improving Next.js chunking can yield massive efficiency improvements at internet scale. Excellent writeup by @sam_poder

Next.js@nextjs

Your Next.js app ships dozens of JavaScript chunks. Turbopack has to balance how many requests a page makes against how much code it ships.

Learn how it works and what's new in Next.js 16.3.

nextjs.org/blog/turbopack…

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Run ▲ ~/ vercel ai-gateway coding-agents setup Points all coding agents to AI Gateway, getting you...

Guillermo Rauch (@rauchg) — Thu, 03 Sep 2026 15:28:38 GMT

Run 
▲ ~/ vercel ai-gateway coding-agents setup

Points all coding agents to AI Gateway, getting you 100% uptime, observability, budgets, and ease of switching.

Vercel@vercel

Connect your coding agents to AI Gateway with a single command.

• Auto-configure 8 popular coding harnesses
• 300+ models from 30+ providers, no markup
• Open-weight models with ZDR & US inference

▲ ~/ vercel ai-gateway coding-agents setup

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It took blood, sweat, and tokens

Guillermo Rauch (@rauchg) — Wed, 02 Sep 2026 21:21:34 GMT

It took blood, sweat, and tokens

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Follow @eve

Guillermo Rauch (@rauchg) — Wed, 02 Sep 2026 19:42:17 GMT

Follow @eve

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Everything is code

Guillermo Rauch (@rauchg) — Wed, 02 Sep 2026 19:38:05 GMT

Everything is code

Damian Kofman@damian_kofman

I never imagined spending 80% of my time in front of a CLI to build an outbound sales process. But as @rauchg says, everything is code now… even sales.

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It's truly the best time to build… 50% off on Vercel AI Gateway right now: ▸ 𝚐𝚙𝚝-𝟻.𝟼-𝚜𝚘𝚕 ▸ ...

Guillermo Rauch (@rauchg) — Wed, 02 Sep 2026 17:03:45 GMT

It's truly the best time to build…
50% off on Vercel AI Gateway right now:
▸ 𝚐𝚙𝚝-𝟻.𝟼-𝚜𝚘𝚕
▸ 𝚐𝚙𝚝-𝟻.𝟼-𝚜𝚘𝚕-𝚏𝚊𝚜𝚝
▸ 𝚐𝚎𝚖𝚒𝚗𝚒-𝟹.𝟾-𝚏𝚕𝚊𝚜𝚑 [𝚗𝚎𝚠]
▸ 𝚐𝚕𝚖-𝟻vercel.com/ai-gateway𝚒𝚖𝚊𝚡-𝚑𝟹
▸ 𝚖𝚒𝚗𝚒𝚖𝚊𝚡-𝚑𝟹-𝚖𝚊𝚡

https://t.co/U3s4iOFzQV

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Excited to partner with and support @tannerlinsley and team, champion of React, open source, and the...

Guillermo Rauch (@rauchg) — Tue, 01 Sep 2026 21:33:29 GMT

Excited to partner with and support @tannerlinsley and team, champion of React, open source, and the web

What this means for our customers: whether you choose @nextjs or @tan_stack, we are committed to the highest quality service and support.

Vercel Developers@vercel_dev

Vercel + TanStack

Vercel, like the web, is built on open standards and open source. That's why we're excited to partner with TanStack to power the next generation of apps and agents on Vercel.

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Fable 5.1 now on @vercel AI Gateway Try it with https://t.co/3Z4NESzNKd. Every model at your fingert...

Guillermo Rauch (@rauchg) — Tue, 01 Sep 2026 19:19:03 GMT

Fable 5.1 now on @vercel AI Gateway
Try it with fx.sh. Every model at your fingertips 🥹

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Fluid is the thing that has enabled Vercel's: ◾ Industry-leading Build performance ◾ Sandbox reliabi...

Guillermo Rauch (@rauchg) — Tue, 01 Sep 2026 16:56:23 GMT

Fluid is the thing that has enabled Vercel's:
◾ Industry-leading Build performance
◾ Sandbox reliability & massive concurrency
◾ 30min Function durations (& soon longer)

This unification makes the best DX possible. Shared 𝙳𝚘𝚌𝚔𝚎𝚛𝚏𝚒𝚕𝚎, security perimeters, networking, file systems, across all compute products. 

You already see this in some pretty unique Vercel capabilities, like our Builds and Functions being able to participate in the same Secure Compute boundary and config.

Imagine the same egress Firewall features for Sandbox that prevent agent escapes, applying to your Builds, Functions and Servers.

The future is one global and unified compute platform, with only known physics as the limiting factor 😊

Vercel@vercel

A sandbox, a function, a build, a server. They're all expressions of the same underlying compute infrastructure on Vercel.

Fluid Compute is one system that creates the machine your workload needs, on demand.

vercel.com/blog/fluid-com…

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Vercel 🤝 AWS

Guillermo Rauch (@rauchg) — Tue, 01 Sep 2026 15:13:14 GMT

Vercel 🤝 AWS

Vercel Developers@vercel_dev

AWS PrivateLink is now available on Vercel.

Connect Vercel Functions and builds to AWS-hosted services without sending traffic over the public internet. Available for Pro and Enterprise teams with Advanced Networking.

vercel.com/changelog/aws-…

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Your next design system is… Markdown. We wrote about how 𝙳𝙴𝚂𝙸𝙶𝙽.𝚖𝚍 is helping solve the har...

Guillermo Rauch (@rauchg) — Mon, 31 Aug 2026 21:42:17 GMT

Your next design system is… Markdown.

We wrote about how 𝙳𝙴𝚂𝙸𝙶𝙽.𝚖𝚍 is helping solve the hardest problem in AI today: slop.

And how you can truly, finally scale design taste within a large organization.

Vercel@vercel

Our agents use 𝚟𝚎𝚛𝚌𝚎𝚕​.𝚌𝚘𝚖/𝚍𝚎𝚜𝚒𝚐𝚗​.𝚖𝚍 to build on-brand pages.

▪︎ One file encodes decisions and guidance
▪︎ Output is shaped through our eval harness
▪︎ Production feedback is fed bavercel.com/blog/how-our-a…//t.co/ylz7uB4fhw

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Coding tokens are basically infrastructure. Yet, the way companies have approached them amounts to: ...

Guillermo Rauch (@rauchg) — Mon, 31 Aug 2026 20:31:07 GMT

Coding tokens are basically infrastructure. Yet, the way companies have approached them amounts to:

"Hey all, here's an AWS key. It can spin up anything from a 𝚝𝟹.𝚗𝚊𝚗𝚘 (＄𝟹.𝟾𝟶/𝚖𝚘) to an 𝚙𝟻.𝟺𝟾𝚡𝚕𝚊𝚛𝚐𝚎 (＄𝟺𝟶𝚔/𝚖𝚘). Go wild"

And obviously the reason companies don't do this for their core infra is that you need to govern, optimize, and observe usage and costs.

The intern might decide to host a static website in that 192 vCPU machine, and you won't be very happy about the bill.

AI Gateway fixes this for all your tokens, with per-key, and now per-user budgets.

Vercel Developers@vercel_dev

Set per-user budgets on AI Gateway.

▲ ~/ 𝚟𝚌 𝚊𝚒-𝚐𝚊𝚝𝚎𝚠𝚊𝚢 𝚋𝚞𝚍𝚐𝚎𝚝𝚜 𝚍𝚎𝚏𝚊𝚞𝚕𝚝𝚜 \
    𝚜𝚎𝚝 𝚞𝚜𝚎𝚛 --𝚕𝚒𝚖𝚒𝚝 𝟻𝟶𝟶 \
    --𝚛𝚎𝚏𝚛𝚎𝚜𝚑-𝚙𝚎𝚛𝚒𝚘𝚍 𝚖𝚘𝚗𝚝𝚑𝚕𝚢

vercel.com/changelog/set-…g team, project, and API key budgets.
https://t.co/ipmYeiL8h1

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Digital abundance

Guillermo Rauch (@rauchg) — Mon, 31 Aug 2026 01:55:25 GMT

Digital abundance

Elon Musk@elonmusk

@rauchg AI will be able to do anything digital (that doesn’t require shaping atoms) at a superhuman level by the end of next year

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Cool

Guillermo Rauch (@rauchg) — Sun, 30 Aug 2026 23:26:02 GMT

Cool

Vercel Developers@vercel_dev

MiniMax H3 and H3 Max from @MiniMax_AI are 50% off on AI Gateway through Sept 13.

𝚊𝚠𝚊𝚒𝚝 𝚐𝚎𝚗𝚎𝚛𝚊𝚝𝚎𝚅𝚒𝚍𝚎𝚘({
  𝚖𝚘𝚍𝚎𝚕: '𝚖𝚒𝚗𝚒𝚖𝚊𝚡/𝚖𝚒𝚗𝚒𝚖𝚊𝚡-𝚑𝟹vercel.com/changelog/mini…�: '𝚙𝚊𝚛𝚛𝚘𝚝𝚜 𝚒𝚗 𝚜𝚏',
});

https://t.co/jTOCvYbFa4

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When something goes viral on the internet, especially on X, it attracts all kinds of attention. In...

Guillermo Rauch (@rauchg) — Sun, 30 Aug 2026 19:14:56 GMT

When something goes viral on the internet, especially on X, it attracts all kinds of attention. 

Including some of the largest botnets on the internet launching targeted DDoS, from hijacked devices and residential networks.

Extremely proud of the Vercel CDN & Traffic Security teams, who protect 400,000+ customers and tens of millions of Vercel users 24x7x365.

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Work so hard you can buy a Pikachu Illustrator PSA 10

Guillermo Rauch (@rauchg) — Sun, 30 Aug 2026 18:47:33 GMT

Work so hard you can buy a Pikachu Illustrator PSA 10

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Two days ago JFrog dropped CVE-2026-82329, a critical authentication bypass in Artifactory. It’s a ...

Guillermo Rauch (@rauchg) — Sun, 30 Aug 2026 17:56:07 GMT

Two days ago JFrog dropped CVE-2026-82329, a critical authentication bypass in Artifactory.

It’s a CVSS 9.8, a disastrous vulnerability score. It’s like a 9.8 earthquake on the seismic scale.

It affects default configs, requires no auth, no user interaction. It’s an RCE bomb because Artifactory hosts binaries, so you can basically poison everything, but an admin escalation can cause damage even beyond that.

When the OpenAI / Hugging Face news came out of agents discovering zero-days, I was wondering if it was marketing-speak or reality, because I hadn’t seen a CVE filing. Now it’s here: https://www​.cve.org/CVERecord?id=CVE-2026-82329.

I don’t see any official confirmation that it’s indeed the case, but one can speculate this is what the agents discovered and exploited. I’d previously written that it was obvious agents could help in finding serious vulnerabilities *alongside humans*, but exploiting them autonomously was a bridge not yet crossed. It seems like we’re now there.

Our guidance for this new world: assume everything hackable will get hacked. And it will get hacked autonomously. You must also defend yourself autonomously, because your surface of attack is likely bigger and your code more vulnerable than you expect:

https://vercel​.com/blog/everything-hackable-will-get-hacked

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I read every DM people send me, even if I don’t reply to all. I’m constantly learning about new idea...

Guillermo Rauch (@rauchg) — Sat, 29 Aug 2026 20:52:26 GMT

I read every DM people send me, even if I don’t reply to all. I’m constantly learning about new ideas, ways to improve our product, where we’re falling short, who could join our company next, where to invest… very grateful for the @x platform.

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https://t.co/OL0LzGtvAw 0.0.7: - hugely improved MCP support, eval'd with top MCPs like @context7a...

Guillermo Rauch (@rauchg) — Sat, 29 Aug 2026 16:25:43 GMT

fx.sh 0.0.7: 

- hugely improved MCP support, eval'd with top MCPs like @context7ai, @datadoghq, @mongodb, @linear, @notionhq, @supabase, @neondatabase, @stagehanddev, @usekernel…

- more minimalist: fewer tools and improved shell execution. One of the trickiest things about CLI agents is that running commands is actually not that simple.

e.g: commands might hang or run for very long, their output needs to be monitorable by the agent, they might produce huge amounts of output, or none. 

This is an area where 𝚏𝚡 really shines and will continue to get better.

Pranit@fazxes

fx v0.0.7

MCP now feels native to fx.
• Added 𝚏𝚡 𝚖𝚌𝚙 commands
• Project-level MCP configuration
• MCP management from the CLI
• Better compatibility with existing servers
• Cleaner transcripts & live turn feedback
• Steer active turns with Ctrl+Enter
• 8 fewer tools for sharper choices & more context

Documented integrations with @NotionHQ@huggingface@ExaAILabs

Thanks to @biraj21_, AdrianTJ & ssfx.sh/changelog#v0.0rOYq3…

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I see the web evolving in two extremes: 1️⃣ ultra-fancy human experiences, in the service of deligh...

Guillermo Rauch (@rauchg) — Fri, 28 Aug 2026 23:35:44 GMT

I see the web evolving in two extremes:

1️⃣ ultra-fancy human experiences, in the service of delight, exploration, brand, entertainment. vgpu.sh / threejs / typegpu are enabling this

2️⃣ agent-centric content, data and APIs. the opposite end of the spectrum: pure, lossless signal for machines. The rise of markdown and MCP are the tip of this iceberg

The 'in between' is likely to be subsumed by agents producing just-in-time UI. When you need utilitarian content or data, it'll be generated just-in-time for you. Think of the agent as the new browser in this model.

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MCP is growing explosively. And it's not just Vercel MCP… Look at 𝚖𝚌𝚙-𝚑𝚊𝚗𝚍𝚕𝚎𝚛 npm download...

Guillermo Rauch (@rauchg) — Fri, 28 Aug 2026 22:20:32 GMT

MCP is growing explosively. And it's not just Vercel MCP… Look at 𝚖𝚌𝚙-𝚑𝚊𝚗𝚍𝚕𝚎𝚛 npm downloads, which you can use to implement MCP servers

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There are many “easy” ways to create agents out there. But how many that give you a Git repo where ...

Guillermo Rauch (@rauchg) — Fri, 28 Aug 2026 17:19:00 GMT

There are many “easy” ways to create agents out there.

But how many that give you a Git repo where you actually *own* the entire intelligence stack? Runtime, model choice, skills, tools, connectivity, sandbox…

Easiest way to start with eve: 
vercel.com/new/agent

Vercel@vercel

Ship a new eve agent in one minute.

From vercel.com/new/agent:
1. Add a prompt
2. Pick models & MCP connections
3. Deploy

Your agent is in production, ready to chat, backed by a Git repo you own.

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As models get more performant, UI gets more generative and dynamic. Excited for this trend to contin...

Guillermo Rauch (@rauchg) — Fri, 28 Aug 2026 14:39:06 GMT

As models get more performant, UI gets more generative and dynamic. Excited for this trend to continue

wits@witsdev

the new deployment filters are available now in the @vercel dashboard

here's how we engineered them…

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Deploy to Vercel

Guillermo Rauch (@rauchg) — Thu, 27 Aug 2026 23:35:01 GMT

Deploy to Vercel

Cursor@cursor_ai

You can now create new web apps with Cursor, store the code with Origin, and deploy to Vercel.

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https://t.co/JWiUKesyXV and shaders are further proof that “everything is computer”. 2D, 3D, geomet...

Guillermo Rauch (@rauchg) — Thu, 27 Aug 2026 23:33:17 GMT

vgpu.sh and shaders are further proof that “everything is computer”.

2D, 3D, geometry, light, materials, textures, shadows, reflections, particles, post-processing. Just programs evaluated massively in parallel over vertices and pixels. All computer.

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Our best products have been exports of internal technology we gain strong conviction in. @matinotfo...

Guillermo Rauch (@rauchg) — Thu, 27 Aug 2026 16:54:24 GMT

Our best products have been exports of internal technology we gain strong conviction in.

@matinotfound and team have been shipping extraordinary WebGPU creative productions, and now vgpu.sh is here.

It’s a fully agent-native devtool: it was designed for agents, not humans alone. Much like 𝚊𝚐𝚎𝚗𝚝-𝚋𝚛𝚘𝚠𝚜𝚎𝚛, it’s part of a new exciting generation of tools to serve the new world.

Vercel@vercel

We built vgpu.sh to ship shaders on vercel.com. Now it's open source.

▪︎ Minimal agent-first WebGPU library
▪︎ Run in the browser or headless Node.js
▪︎ Render in CPU sandboxes and CI tests
▪︎ Create reusable .wgsl modules

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Guillermo Rauch(@rauchg)

A computer for every agent, in every region

Each day ~10 million deployments are made on Vercel, with 2.35 billion made to date. Vercel is one ...

We made deployments faster again

AI Benchmarks with @Benchmark & @Vercel. It's ① the most aptly named event in SF history and ② abou...

8 price cuts, fee removals and structure improvements, plus 16 model discounts… in the last 6 months...

Token volume on @vercel AI Gateway has averaged double-digit weekly growth for 8 straight weeks. Las...

/goal understand the universe

Chat has won. It's all chat + computer from this point on

You can now go viral on 𝕏 without the stress of runaway CDN bills. Crucially, without sacrificing ...

https://t.co/3Z4NESzNKd keeps getting faster and smaller libfx now takes <𝟸𝚖𝚜 to initialize c...

Lots of cool stuff shipping this week

Your software factory needs high quality video recording. 𝚊𝚐𝚎𝚗𝚝-𝚋𝚛𝚘𝚠𝚜𝚎𝚛 delivers. We’re...

▲ ~/𝚛𝚊𝚞𝚌𝚑𝚐/𝚘𝚜𝚜-𝚐𝚛𝚊𝚗𝚝𝚜/ 𝚕𝚜▐ (v2) I'm announcing v2 of my open source grants of $1...

So good

The case for *total* Linux victory (desktop, mobile, server, iot, robots, embedded…): 1) Most agent...

"Where do you want to go today?" In 1994 Microsoft launched an ad campaign under this motto. I thin...

Anyone that works in AI is working the hardest they've ever worked in their lives. On the surface it...

True. Open source ftw

SF is the best running city in the world. Hills galore. Perfect weather.

Astra is now the best cybersecurity model in the world on @vercel DeepsecBench. It pulls off in 49 ...

これ

Super bullish on WebMCP. Much like Tesla FSD meets the world where it is (streets, stoplights, potho...

AI software factories will yield bug-free, self-improving software

“Feedback is a gift” has always been a favorite mantra of mine and a strongly-held belief. Now it’s...

If you intern at Vercel, you can work on incredible projects like this one. Improving Next.js chunki...

Run ▲ ~/ vercel ai-gateway coding-agents setup Points all coding agents to AI Gateway, getting you...

It took blood, sweat, and tokens

Follow @eve

Everything is code

It's truly the best time to build… 50% off on Vercel AI Gateway right now: ▸ 𝚐𝚙𝚝-𝟻.𝟼-𝚜𝚘𝚕 ▸ ...

Excited to partner with and support @tannerlinsley and team, champion of React, open source, and the...

Fable 5.1 now on @vercel AI Gateway Try it with https://t.co/3Z4NESzNKd. Every model at your fingert...

Fluid is the thing that has enabled Vercel's: ◾ Industry-leading Build performance ◾ Sandbox reliabi...

Vercel 🤝 AWS

Your next design system is… Markdown. We wrote about how 𝙳𝙴𝚂𝙸𝙶𝙽.𝚖𝚍 is helping solve the har...

Coding tokens are basically infrastructure. Yet, the way companies have approached them amounts to: ...

Digital abundance

Cool

When something goes viral on the internet, especially on X, it attracts all kinds of attention. In...

Work so hard you can buy a Pikachu Illustrator PSA 10

Two days ago JFrog dropped CVE-2026-82329, a critical authentication bypass in Artifactory. It’s a ...

I read every DM people send me, even if I don’t reply to all. I’m constantly learning about new idea...

https://t.co/OL0LzGtvAw 0.0.7: - hugely improved MCP support, eval'd with top MCPs like @context7a...

I see the web evolving in two extremes: 1️⃣ ultra-fancy human experiences, in the service of deligh...

MCP is growing explosively. And it's not just Vercel MCP… Look at 𝚖𝚌𝚙-𝚑𝚊𝚗𝚍𝚕𝚎𝚛 npm download...

There are many “easy” ways to create agents out there. But how many that give you a Git repo where ...

As models get more performant, UI gets more generative and dynamic. Excited for this trend to contin...

Deploy to Vercel

https://t.co/JWiUKesyXV and shaders are further proof that “everything is computer”. 2D, 3D, geomet...

Our best products have been exports of internal technology we gain strong conviction in. @matinotfo...

The case for total Linux victory (desktop, mobile, server, iot, robots, embedded…): 1) Most agent...