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Show HN: LocalGPT – A local-first AI assistant in Rust with persistent memory

https://github.com/localgpt-app/localgpt
114•yi_wang•4h ago•32 comments

SectorC: A C Compiler in 512 bytes (2023)

https://xorvoid.com/sectorc.html
246•valyala•11h ago•48 comments

Haskell for all: Beyond agentic coding

https://haskellforall.com/2026/02/beyond-agentic-coding
49•RebelPotato•3h ago•9 comments

Bye Bye Humanity: The Potential AMOC Collapse

https://thatjoescott.com/2026/02/03/bye-bye-humanity-the-potential-amoc-collapse/
29•rolph•2h ago•23 comments

Speed up responses with fast mode

https://code.claude.com/docs/en/fast-mode
163•surprisetalk•11h ago•155 comments

Software factories and the agentic moment

https://factory.strongdm.ai/
195•mellosouls•14h ago•347 comments

Brookhaven Lab's RHIC concludes 25-year run with final collisions

https://www.hpcwire.com/off-the-wire/brookhaven-labs-rhic-concludes-25-year-run-with-final-collis...
71•gnufx•10h ago•58 comments

LLMs as the new high level language

https://federicopereiro.com/llm-high/
61•swah•4d ago•112 comments

Total Surface Area Required to Fuel the World with Solar (2009)

https://landartgenerator.org/blagi/archives/127
14•robtherobber•4d ago•3 comments

Homeland Security Spying on Reddit Users

https://www.kenklippenstein.com/p/homeland-security-spies-on-reddit
57•duxup•1h ago•13 comments

Hoot: Scheme on WebAssembly

https://www.spritely.institute/hoot/
179•AlexeyBrin•17h ago•35 comments

Stories from 25 Years of Software Development

https://susam.net/twenty-five-years-of-computing.html
170•vinhnx•14h ago•17 comments

Vocal Guide – belt sing without killing yourself

https://jesperordrup.github.io/vocal-guide/
317•jesperordrup•22h ago•97 comments

First Proof

https://arxiv.org/abs/2602.05192
133•samasblack•14h ago•76 comments

Show HN: I saw this cool navigation reveal, so I made a simple HTML+CSS version

https://github.com/Momciloo/fun-with-clip-path
79•momciloo•11h ago•16 comments

Vouch

https://twitter.com/mitchellh/status/2020252149117313349
57•chwtutha•2h ago•9 comments

Al Lowe on model trains, funny deaths and working with Disney

https://spillhistorie.no/2026/02/06/interview-with-sierra-veteran-al-lowe/
102•thelok•13h ago•22 comments

FDA intends to take action against non-FDA-approved GLP-1 drugs

https://www.fda.gov/news-events/press-announcements/fda-intends-take-action-against-non-fda-appro...
112•randycupertino•7h ago•232 comments

Why there is no official statement from Substack about the data leak

https://techcrunch.com/2026/02/05/substack-confirms-data-breach-affecting-email-addresses-and-pho...
12•witnessme•1h ago•4 comments

Show HN: A luma dependent chroma compression algorithm (image compression)

https://www.bitsnbites.eu/a-spatial-domain-variable-block-size-luma-dependent-chroma-compression-...
39•mbitsnbites•3d ago•4 comments

Start all of your commands with a comma (2009)

https://rhodesmill.org/brandon/2009/commands-with-comma/
575•theblazehen•3d ago•208 comments

The AI boom is causing shortages everywhere else

https://www.washingtonpost.com/technology/2026/02/07/ai-spending-economy-shortages/
301•1vuio0pswjnm7•18h ago•479 comments

I write games in C (yes, C) (2016)

https://jonathanwhiting.com/writing/blog/games_in_c/
188•valyala•11h ago•172 comments

Microsoft account bugs locked me out of Notepad – Are thin clients ruining PCs?

https://www.windowscentral.com/microsoft/windows-11/windows-locked-me-out-of-notepad-is-the-thin-...
141•josephcsible•9h ago•173 comments

Learning from context is harder than we thought

https://hy.tencent.com/research/100025?langVersion=en
232•limoce•4d ago•125 comments

OpenCiv3: Open-source, cross-platform reimagining of Civilization III

https://openciv3.org/
904•klaussilveira•1d ago•276 comments

Selection rather than prediction

https://voratiq.com/blog/selection-rather-than-prediction/
31•languid-photic•4d ago•14 comments

Where did all the starships go?

https://www.datawrapper.de/blog/science-fiction-decline
148•speckx•4d ago•233 comments

Unseen Footage of Atari Battlezone Arcade Cabinet Production

https://arcadeblogger.com/2026/02/02/unseen-footage-of-atari-battlezone-cabinet-production/
146•videotopia•4d ago•48 comments

Show HN: Look Ma, No Linux: Shell, App Installer, Vi, Cc on ESP32-S3 / BreezyBox

https://github.com/valdanylchuk/breezydemo
303•isitcontent•1d ago•39 comments
Open in hackernews

Building a 25 Gbit/s workstation for the SCION Association

https://github.com/scionassociation/blog-25gbit-workstation
94•romshark•3w ago

Comments

neutrinobro•3w ago
Nice write up! For this sort of thing, I have leaned towards AMD Epyc, Intel e810, and DPDK for the software stack. Unfortunately, lately the supermicro H13SSL line of mobo's appear to have become near-unobtainable with ridiculous 6+ month lead times.
Melatonic•3w ago
Why that mobo specifically ?
neutrinobro•3w ago
No idea, you can still get one-off boards here and there, but buying anything in quantity has been tricky. I can only surmise supermicro's resources are largely tied up with AI data center build out, with everything else relegated to short runs.
preisschild•3w ago
Only issue I have with those smicro boards is that they dont support OpenBMC. I don't want to pay extra for a license to use the redfish api...
auspiv•3w ago
Wow, 249 CHF for 8x fans is insane. The grip Noctua has on people! Nice workstation.
Palomides•3w ago
they aren't cheap, but noctua's latest 120mm fans are arguably as good as it gets, in quantifiable ways: https://www.hwcooling.net/en/noctua-nf-a12x25-g2-pwm-the-kin...
Melatonic•3w ago
Personally was always a fan of just going with the largest fans possible - surprised we don't see more cases designed around 140mm and larger. 200mm is much less common but has a more pleasing noise profile
jeffrallen•3w ago
Oxide Computer has entered the chat...
Melatonic•3w ago
Link?
jeffrallen•3w ago
https://oxide.computer/blog/the-cloud-computer
tiagod•3w ago
The article says they're using 80mm fans. Am I missing something?
newsclues•3w ago
Not tiny 1u fans is the point
Gracana•3w ago
I'm also a fan of that sort of setup. A Fractal Meshify 2 XL will fit a bunch of 140mm fans, or you can get the Torrent which is smaller but has 2x 180mm fans up front. I have both and would recommend them, though the Torrent is a tight fit for a big board, and the shield on the back of the Asus W790 motherboards interferes with the cable routing grommets on the motherboard tray, so you have to remove them.
immibis•3w ago
Noctua makes really good fans, I'm told. Want to get on their level and make a similar amount of money? In a world of slop, quality engineering is valuable.
RachelF•3w ago
There fans are still good, but not the quietest anymore.

Noctua no longer manufactures them, they are now made by YS Tech.

jeffrallen•3w ago
It is too bad this important work needed to be done on the cheap. You'd think if the Swiss National Bank was involved, you could get a proper budget....

It would have been a lot easier to focus on the important implementation details if the server was an off the shelf Lenovo datacenter server (SD550?) with a pair of 100 gig/s NVIDIA cards in it.

(Source: last month I set up a machine like this for a colleague to do approximately the same task. I spent "copy and paste the production server config" time on it, not a week.)

Youden•3w ago
I have 25Gbps from Init7 at home. My "router" is a Minisforum MS-01 with a second-hand Mellanox ConnectX-5, running VyOS.

My main home server is a Supermicro SYS-510D-4C-FN6P. It has dual 25Gbps ports onboard but also an Intel E810-XXVDA4T with another 4x25Gbps ports.

Both of them are perfectly capable of saturating their ports using stock forwarding on Linux, no DPDK, VPP, anything, without breaking a sweat. Both of them were substantially cheaper than the machine in the article.

Is there something I'm missing? Why does this workstation need a ~$1000 motherboard and a ~$1000 Xeon CPU? Those two components alone cost more than either of my computers and seem like severe overkill.

FireBeyond•3w ago
My understanding is that the setup needs to allow them to work on packet routing at those speeds, not just send/receive, to simulate SCION.
Youden•3w ago
Ah, so they need to hold giant routing tables in memory and do lookups in them or something like that?
Veserv•3w ago
Does not look like it [1]. It appears to be a protocol that enumerates your exact path, interface by interface, on every data packet. So you can just blindly forward to the next hop written in the packet itself.

By my guess, a competent and efficient implementation should be able to run the routing logic at ~30-100 million packets per second per core. That would be ~300-1,000 Gb/s per core, so you would bottleneck on your memory bandwidth if you have even a single copy.

[1] https://www.ietf.org/archive/id/draft-dekater-scion-dataplan...

wmf•3w ago
Don't forget checking the MACs.
AdamJacobMuller•3w ago
Is this some MPLS-like thing?
wmf•3w ago
SCION is much slower than normal IP.
cpach•3w ago
Huh?
wmf•3w ago
"SCION OSS border router performance reached a ceiling of around 400k-500k packets per second, which is roughly equivalent to 5-6 Gbit/s at a 1500-byte MTU." vs. 1.4 M PPS for IP (on an older CPU) https://toonk.io/linux-kernel-and-measuring-network-throughp...
cpach•3w ago
Ah. Thanks!
dist1ll•3w ago
Your MS-01 routes line-rate 25Gbps in software with VyOS w/o kernel bypass? That's very surprising to me. At what packet sizes?
romshark•3w ago
> Is there something I'm missing? Why does this workstation need a ~$1000 motherboard and a ~$1000 Xeon CPU? Those two components alone cost more than either of my computers and seem like severe overkill.

Yes, as stated in the article, it probably could have been cheaper. But this setup is supposed to:

1. Run simulations and benchmarks of/on entire SCION topologies with multiple ASes.

2. Potentially grow beyond 25 Gbit/s into the 200 Gbit/s ranges (and more?).

3. Be available to me ASAP (can't wait months for it to arrive from China).

4. Potentially be used for CI/CD performance regression testing in the future.

The budget allowed a bit of headroom for the future.

markhahn•3w ago
Most of this was "enthusiasts playing with bigboy stuff", but it turns out ok in the end.
entropyneur•3w ago
Going to such great lengths to keep the office quiet. It wouldn't even occur to me to think about the noise.
layla5alive•3w ago
Helping to put all the bullets in net neutrality...

Pathway to even greater corporatization and splintering of the internet?

Replacing public RIRs with private organizations, securely routing between each other..

How do I peer with the big corps in a SCION world?

Security and privacy are already addressed by things like transport layer encryption, so SCION doesn't really enable a more secure internet, it enables more (largely corporate) control

romshark•3w ago
First of all, at this point, SCION is not here to replace BGP. It's here to provide a more secure way of interconnecting ASes for critical infrastructure applications (finance, defense, government, etc..) that allows path selection and verification over multiple-ISPs. It can for example, be seen as an alternative to MPLS but offering more capability.

SCION also offers more protection against DDoS attacks and other outages thanks to its multi-path routing capabilities and ability to failover quicker than BGP as it builds and stores its path knowledge in advance.

> How do I peer with the big corps in a SCION world?

You do so by joining an ISD (Isolation Domain) and inheriting TRC (Trust Root Configuration).

> so SCION doesn't really enable a more secure internet, it enables more (largely corporate) control

Much critical infrastructure is still reliant on leased lines or MPLS which is expensive and reliant on a single ISP which often reduces resilience. It often also requires assurances about where its traffic is being forwarded (e.g. through particular countries or regions) which is difficult or impossible with BGP. SCION can instead provide these assurances over the commodity Internet provided by multiple ISPs, by being able to verify paths and allowing packet senders to control how packets should be routed given the available path options.

ISDs are typically for specific use cases (e.g. Swiss Secure Finance Network) where strong assurances are needed for where traffic is sent, but ISDs can decide admission criteria for themselves and how they wish to communicate with other ISDs and the rest of the Internet.

Think of the power grid for example. Putting power plants on the internet is probably a bad idea. A better idea is to interconnect power plants through multiple ISPs over a SCION ISD. Less expensive than leased lines or MPLS, and more flexible.