founder and agent supervisor at @Standard_Cap. previously built stuff at @stripe and other places.

Bryan Berg retweeted
We run large-scale FLUX.2 diffusion workloads on AMD MI300X through the Luminal compiler. Our engineer Reis wrote up how we drive down the cost per image by utilizing cheaper flops.
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Bryan Berg retweeted
Starcloud is one of the most ambitious startups in the world and we are proud to welcome them into the @Standard_Cap community of likeminded founders. The simplest way to increase your ambition is to surround yourself with other ambitious people.
I'm super excited to share that we have raised $250M at a $2.3B valuation to build a LOT more AI compute capacity in orbit 🚀 Thanks so much to our supporters, including Manhattan West, who led the round, and new investors, @NVIDIA, @Cisco_Invests, @CedarCapital, Goanna Capital, and @Standard_Cap, as well as continued investment from existing backers @Benchmark, @EQTVentures, @Soma_Capital, @NFX, @SevenSevenSix, and others. Next week, @Starcloud_ will move into a new 100,000 square ft facility that will enable us to ramp up our production rate to 100 satellites/week. This is just the beginning! @EzraFeilden, @AdiOltean🏃🏻‍➡️🏃🏻‍➡️🏃🏻‍➡️
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Bryan Berg retweeted
Excited to announce @andromedasurg's Series A led by @Standard_Cap. Could not imagine a better partner as we bring autonomous surgery to the world. We raised $15M in this round and $30M in total. We are launching now and you will be hearing a lot more from us soon!
Announcing our $15 million Series A, led by @Standard_Cap with participation from @ycombinator, @Vox_Capital, and other notable funds and angels. This brings our total funding to $30 million. We’re building an autonomous surgery platform to give every patient access to the world’s best surgeon. It’s like a sous chef for surgery. The surgeon sets the plan and the platform executes. Surgeons have successfully treated 44 patients with our product so far. This round will fund initial launch and initial scale-up. We're cleared to launch in New Zealand and Canada, with more clearances expected soon. Surgery is a $3.7 trillion global market, and a better application for autonomy than driving. But while autonomous vehicles are already widespread on public roads, most surgical robots have very limited intelligence. That changes now. Surgery will soon become one of the most important applications of physical AI. Andromeda is ready to lead the way. svpost.com/articles/andromed…
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Bryan Berg retweeted
Proud to announce that @Standard_Cap led the @Revoy Series A. Revoy is a hybrid-electric freight network. I originally met Peter at YC from when was he founder/CEO of Segment from YC S11, acquired for $3.2B by Twilio in 2020. Peter is also the founder/CEO of @CharmIndustrial, making him part of the rare class of founders that have started multiple iconic companies in very different industries. Ian Rust is the founder/CTO of Revoy (YC W22) and was employee #1 of Cruise from YC W14. Revoy is one of the most ambitious ideas we have ever seen led by some of the most talented people we have ever met. They are fully operational and accepting new freight customers today.
Announcing @Revoy’s $27M Series A Diesel is expensive. But long-haul EV semis are even more expensive! Today we’re launching the United States’ first hybrid electric, cost-competitive long-haul freight network. You don’t see it on your credit card statement, but the average American spends $1,270/year on long-haul freight. Diesel prices at the pump are outrageous today: rising on both international price shocks and increasing domestic shale oil costs. And pure EV semis are somehow even more expensive to operate. We need a better solution, and Ian Rust @semiautonomy figured it out. Revoy’s unique powered converter dolly lets us drop diesel usage by 95% and efficiently replace it with low-cost electricity. After two years of demonstrations and iterative improvements, we’re now taking the unique Revoy vehicle that we design and manufacture, and launching our hybrid-electric freight network with a select set of carriers. Shippers can reduce diesel consumption immediately on Revoy’s network without having to convince legacy carriers to convert their fleets, and without any investment in new infrastructure or equipment. We’re starting in the Pacific Northwest, with additional lanes planned.
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Bryan Berg retweeted
We’re announcing our $13.5M Series A led by @Standard_Cap. AI has taken over engineering and companies are wasting millions. Weave gets you the most out of every dollar spent on tokens. Have fun watching a man attempt to conquer his fears in the video.
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Bryan Berg retweeted
Today, HUD is excited to share our Series A funding! We are the platform for building high quality post training datasets. Over 50 businesses use HUD to build RL environments, sell them to AI labs, or train their own models from them. Our mission is to enable a generation of data entrepreneurs. The previous generation built apps to impact the world. We believe people will build infrastructure around data, both digital and physical, that align AIs to their specific goals. We’ve raised $16M in total funding from @Standard_Cap, @ycombinator, @ExceptionalCap, @Liquid2V, @twentytwovc , amazing angels such as @dylan522p from @SemiAnalysis_, @tszzl, @ivanburazin, @theo, and more!
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Bryan Berg retweeted
The unexpected side of venture is that it grows your ambitions in a way that you don't expect. When I first started @archildata, I was hoping that organizations could use it to build a lower-cost way to run applications like Wordpress or genomic sequencing. This is pretty far from where we've landed! There are two cataclysmic changes coming to how we think about infrastructure over the next few years. First, the next wave of applications are *stateful* in way that tools like Kubernetes don't solve for. Secondly, the models that are going to underpin these applications overwhelmingly prefer to use the file system as the transactional system of record. This means that the world is in desperate need for a file system that provides a first-class developer (and agent!) experience to solve for these applications. If you look at what's available, though, XFS was released in 1994 and ZFS was released in 2005. These aren't going to be the right tools! People who don't work in file systems continue to operate under the assumption that these systems from the turn of the millennium are the best that we will ever get, and that's just not the case. I'm just *so* excited for what's to come with Archil, and we've only just started to lift the veil with releases like Serverless execution this week. Thank you to @Standard_Cap and our existing investors for their support and conviction to make this vision a reality. You can get an Archil disk today by running `npx disk create` and it's the worst version of the product that will ever exist. Onward!
Today, we're announcing our $11M Series A raise, led by @Standard_Cap in order to build the layer that connects AI to its data. The next generation of agentic applications are inherently stateful in a way that existing primitives don't solve for. Archil solves this for agents by giving them an infinite, high-performance file system that they can use to directly run bash and Linux programs.
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Bryan Berg retweeted
it turns out that when we added the ability to execute code directly on an Archil disk, we inadvertently built the fastest service to spin up sandboxes for agents that use a real VM. last week, it was exciting to see @rauchg and @cramforce celebrate being in this position. i was surprised when our exec endpoint not only outperformed the Vercel sandboxes, but was faster by over 2x. the ability to spin up compute quickly is obviously becoming fundamental as agents need the ability to run code in the cloud. however, Archil is not a sandbox company, and there's a real difference in our offering. unlike other providers, Archil runs user code *on an individual disk*. this means that every one of these VMs that spun up had concurrent access to an infinite file system (synced to S3), and start with the same low latency regardless of the amount of data in that file system. we think this is going to be a huge unlock as agents move from single-player to multi-player and work on larger and larger amounts of context. finally, a note to our customers. we want to be clear that this isn't a celebration for us. i consider myself massively *disappointed* in the numbers that we put up today. celebrating 150ms to spin up a VM further fuels the discourse that there is some kind of "compute ladder" and that the vast majority of software will be rewritten to typescript(?) or compiled to WASM(?). we think that this is fundamentally the wrong direction for the industry. instead, we think that it's better to do hard thing without compromises. we will not stop until you can use `exec()` on an Archil disk to get a full Linux environment in single-digit milliseconds. this is what the next generation of agentic applications need, and this is what we intend to deliver.
🚨🚨🚨 Benchmark Friday is back and @daytonaio is STILL at the top. However, we have some new competition for second place w/ @archildata dismantling @vercel this week by entering their serverless disks in the benchmark.
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Bryan Berg retweeted
Delete the process Raise a Series-A on your terms The deadline to apply is January 7th, 2026 at 9p.m. PST. Standard will get back to on-time applicants by January 16th, 2026 @Standard_Cap
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The team at @triggerdotdev is building something special. Welcome to the @Standard_Cap community!
Announcing our $16M Series A led by @Standard_Cap With participation from @ycombinator, @pioneer_fund, @Liquid2V, @grinich, @yuris As part of this, we’re hiring for multiple roles across engineering, support and marketing ↓
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Bryan Berg retweeted
We’re expanding the team with positions across multiple roles: → Developer Relations Engineer (Europe) → Product Engineer (Europe) → Senior Backend Engineer (Europe) → Support Engineer (Remote) If you love open source and and are excited about solving challenging technical problems, read on:
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Bryan Berg retweeted
Alex and Teddy are making something people want. We are proud to lead their Series A and welcome Magic Patterns to the Standard Capital founder community.
Announcing Magic Patterns 2.0 and our $6M Series A led by @Standard_Cap Since our first launch in 2023, we’ve grown profitably, hit $1M ARR with no employees, and quietly built an AI design tool loved by PMs, designers, and website builders. 1,500+ product teams use us to go from idea to production every day, prompting features to life with their existing styles. Free to try with a new brand look.
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We've just launched what I've been working on for the last few months—Standard Capital's first funding cycle!
Know someone thinking about Series A? Applications are now open for Standard Capital’s inaugural Fall 2025 funding cycle. The deadline to apply is September 17th, 2025.
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Bryan Berg retweeted
After 12+ years, 25 batches, and the privilege of advising >1,000+ startups, I’m transitioning to Partner Emeritus at Y Combinator. YC changed my life. I’m grateful to the thousands of founders who trusted me with their journeys, my fellow YC partners and teammates, and to Paul, Jessica, Trevor, and Robert for creating this extraordinary institution. Standard Capital is name of the AI-native Series A firm I’m co-founding with two of my favorite people: Paul Buchheit, my longtime colleague at YC, and Bryan Berg, the CTO of my previous startups. AI is reshaping every aspect of our world. We aim to embed AI in every part of our business and back the AI disruptors of tomorrow. Follow us at @Standard_Cap, you’ll be hearing more from us soon!
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I recently had the pleasure of talking about what I do with @voidfiles and @davidnoelromas on their lovely StaffEng podcast!
. @voidfiles and I have each separately had the immense privilege of crossing paths with @berg in our careers. Like most who know him, we think highly and were *quite* excited to have him on the show. We hope you enjoy the conversation as much as we did! podcast.staffeng.com/1687069…
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One thing I wish I'd remembered to mention is what a great resource @igrigorik's High Performance Browser Networking (hpbn.co) book is—it's closing in on 8 years old (somehow!) but it's still what I recommend to engineers who want to learn about networks.
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Look, uh, I know it didn't work out, but calling it "counterfeit goods" is a little harsh. (I had to delete the offending tweet to get back on; seems like a false positive.)
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Check 'em out: Announcing App.net Broadcasts — blog.app.net/2013/11/21/anno…
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