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Derek Fulton
446 posts

Derek Fulton
@derekdfulton
The hyperscalers are overcharging you and I can prove it. Building an honest CPU cloud at https://t.co/bGdj1kHZjN. ex-@nvidia · Cambridge compbio · Dorset⇄NC
Katılım Mayıs 2025
181 Takip Edilen48 Takipçiler

@AniC_dev I have been getting more than 200 with R2 by tweaking chunk size and concurrency. Also check out Backblaze less than 1/2 of R2 base rate, no egress for 3x what you have stored and I've cracked 700MiB/s there on download.
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box is a forkable full-VM AI sandbox
it means you can replicate any box around, whether stopped or turned on, great for making templates
here you see me fork in no time a box that had minecraft installed on it with one world already
in the forked box I can still open minecraft and play my world
(at 10fps coz its a AI sandbox not a gaming laptop lol)
snapshots are browsable and downloadable at any time via the CLI, API, SDKs and our dashboard
snapshots are up to 50GB, filesystem only so
> resume behaves like a server restart which is often preferred by builders, more predictable and hard to fuck up, you can use systemd like you're used to
> they're kept secure in R2 in Europe, even if all our sandbox infra was to go down they'd survive
> and they're just files so they're portable, readable.
to restore we first download and mount via FUSE all the filesystem metadata back super fast
so your fs looks and behaves identical as soon as you get access
then we restore all the data in the background super fast from R2 (at ~200mb/s, there are a lot of tricks involved and footguns avoided)
we're learning what restore order is best on each resume by noting what you read in the first few minutes, so the next time is always smoother
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@mattracquet I need this data ASAP. Did you have to pay for it? Is any of it free? This is the best I can find: github.com/JeffSackmann/t…
Btw, Carolina Cloud would love to host some bigger datasets publicly if possible.
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Sinner was serving a bit slower than his 2026 averages (in image) today but it's funny that this matchup is often still framed as Zverev having a slight serving edge. Sinner is as potent if not *more* potent than Zverev on serve, in large part because his placement is genuinely extraordinary (tour avg is 60cm away from side and T lines, Sinner's is just 49.7cm). 44% of Sinner's 1st serves don't come back compared to 42% of Zverev's. And Sinner's deuce wide serve, and T serve on AD, especially are incredibly tight to the lines, just look at how tidy the clusters are. We've never seen this combination of serving and ground game ability in one player

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@SeanODowd15 @NWischoff Very case by case. Rolling the dice. Have heard some huge success stories as well
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@NWischoff Strongly recommend against. We tried it and it was an disaster
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Claude Code with Fable is a dinosaur compared to grok-4.5 + @pidotdev. Literally an order of magnitude difference.
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@the_transit_guy Take the train. Door to door is actually around 5h. Train stations are more central. No airport parking nonsense to deal with. 1/10 the price if you’re cost sensitive.
Also didn’t even know this train existed despite being from Charlotte
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@fayazara Wow this needs to disrupt all the garbage PDF services websites. Unbelievably fast. Seriously impressive.
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Burned my Fable session and compiled qpdf on wasm
So you can do all those PDF actions like unlock, lock, merge, and split, right in the browser itself
It also works on Cloudflare Workers btw
pdfstudio-demo.fayaz.workers.dev
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@BenSiranosian Local NVMe by default on Carolina Cloud. $0.01/100GiB/hr. At the cost of backups, but that’s what object storage is for.
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@BraydenWilmoth So sick. Not sure why this hasn’t existed for years. Super long $NET.
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Introducing Cloudflare Drop
Drop your folder in the browser and deploy it instantly on Cloudflare. Your website... milliseconds away from users on region: earth
No account needed. Deployment is active for 60 minutes, then expires unless you claim it.
cloudflare.com/drop/


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I built a voice agent to prank a friend a few years back and it was enormously painful to hook up Twilio, the OpenAI API, etc. Very nice move from @SpaceXAI.

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@alexocheema What’s your over/under on months until we have a fable-tier model that can run on a sub $50k rig?
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@ProgrammerDude Likely a miscategorization. Some app put something in ~/Library and now it’s misclassified.
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@KentonVarda Just keeps coming down. In 6mo time it may be halved, then halved again.
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Wow, GLM-5.2 at home at 80tps for "only" $40,000. github.com/jamesob/local-…
Obviously still out-of-reach for most, but getting close to being cost-effective for the tokenmaxxers. A year ago there would have been another digit on this number. Where will we be next year?
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@halfpennymac hey guys, your product is sick. Where are you collocating in Oxfordshire? I have an idea I’d like to discuss with you. Couldn’t find a contact email so here I am 👊
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@ivanburazin Agree for a complex novel product for Daytona, disagree for an already-commoditized market such as Hetzner, OVH, EC2 etc.
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I don't know why people think "we're cheaper" still works in the big 2026.
I talked to three startups last week, and all three led with pricing. 30% cheaper, 2x less than [incumbent in their space], we undercut everyone, etc.
The moment price is your selling point, you've commoditized yourself.
Now, the only thing that matters is the number. And only commodities with great brands make real money. Evian sells the same water. You pay more because of the brand perception.
But most startups can never compete on that. So if you're pitching cheaper, you're driving your company towards a dead end.
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Taking the bait. You’ll have income tax at roughly 40% bringing your nominal yield down to 3.6%, then inflation running around 2-4%, meaning you’re basically treating water.
If you invest less, don’t make much other money that year, you could squeeze out 1-2% of real returns with an effective tax rate of under 25%. But either way inflation is eating more than half of that 6% from the bottom, tax eating up to 40% of it from the top.
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If you pop 10m into an account that’s $600k a year to live off of.
Anything you save you get to throw back in and grow.
This is wild if real.
Polymarket Money@PolymarketMoney
BREAKING: 𝕏 Money is reportedly launching with 6% APY, up to $10M in FDIC insurance, unlimited 3% cashback and a physical Visa metal card.
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@kuberdenis Unless that subscription is subsidized currently right?
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You should consider buying them and putting them in colocation. Enormous savings, you’re paying for two margins with your current setup (bare metal provider + their colocation).
@topflightpc can build them for you and ship them straight to colocation letting you capture the savings without having to get your hands dirty.
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