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Sharing AI progress in mathematics

https://openai.com/index/sharing-ai-progress-in-mathematics/
729•OfficialTurkey•8h ago•659 comments

Strands Decider 2B: a small, open-source, decision model

https://strandsagents.com/blog/introducing-strands-decider/
111•gmays•4h ago•25 comments

Decisions API is in public beta

https://developers.openai.com/api/docs/guides/decisions
228•chiefstorm•9h ago•104 comments

Penguin Mail – open-source Rust email client for Linux with AI

https://penguin-mail.com/
145•kavourias•8h ago•69 comments

La Cueva BBS in Mexico in 1993 (session replay)

https://nanochess.org/la_cueva_bbs.html
29•nanochess•3h ago•6 comments

Mistral Large 4

https://mistral.ai/news/mistral-large-4/\
1698•Philpax•17h ago•1005 comments

What Is Codemode

https://lucumr.pocoo.org/2026/10/6/codemode/
50•Tomte•16h ago•7 comments

EmbeddingGemma 2: An open, lightweight multimodal embedding model

https://blog.google/innovation-and-ai/technology/developers-tools/embeddinggemma-2/
288•ilreb•14h ago•31 comments

Shaders, WebGPU Components for React, Vue, Svelte, Solid, JavaScript and Framer

https://github.com/shader-effects-inc/shaders
4•jinqueeny•43m ago•1 comments

ESP32-C3 Adblock

https://github.com/M-Abozaid/esp32-c3-adblock
52•jayhoon•4h ago•12 comments

The cost of lies: A Mineserver story

https://www.jeremyreimer.com/rockets-item.lsp?f=true&p=272
68•luu•3d ago•24 comments

Claude Code’s suggested message feature: I think the real customer is the model

https://www.zohaib.cc/blog/smartest-claude-code-feature
165•zed_labs_dev•12h ago•89 comments

Calling It Quits on ServerFault

https://sysadmin1138.net/mt/blog/2026/10/calling-it-quits-on-serverfault.shtml
52•zdw•2h ago•24 comments

AnyPS5: Port PS5 binaries to PC without emulation (87% system libraries mapped)

https://github.com/boykopovar/AnyPS5
192•Fe2O3•6h ago•151 comments

Jev-Driven SRE Diagnosis: What Worked and What Failed

https://www.sregym.com/blog/jev-driven-sre-diagnosis
22•matt_d•4h ago•5 comments

The art of defusing a second world war bomb

https://www.theguardian.com/news/ng-interactive/2026/oct/06/it-could-knock-a-whole-street-down-th...
14•sandebert•2h ago•4 comments

Tell HN: GitHub refuses to remove cracked copies of my software after a month

118•IvanK_net•11h ago•80 comments

Anatomy Unzipped: John of Arderne's Sweden Scroll (Ca. 1425–35)

https://publicdomainreview.org/collection/arderne-scroll/
3•prismatic•2d ago•0 comments

OpenTPU – An open-source AI accelerator, developed by AI

https://github.com/FeSens/openTPU
270•fsbonetto•13h ago•324 comments

Hackers obtain counterfeit TLS certificates for Google and other large services

https://arstechnica.com/security/2026/10/hackers-obtain-counterfeit-tls-certificates-for-google-a...
21•colinprince•1h ago•4 comments

Improving and Stabilizing the Racoon2 IKE Daemon in NetBSD

https://blog.netbsd.org/tnf/entry/gsoc2026_racoon2
12•jaypatelani•2d ago•2 comments

Treg (OpenRouter for Tools)

https://github.com/superdesigndev/treg
14•trollied•13h ago•3 comments

How Fast is Python 3.15?

https://blog.miguelgrinberg.com/post/how-fast-is-python-3-15
57•Qem•8h ago•38 comments

What's Earth's dominant species by mass?

https://signoregalilei.com/2026/09/27/whats-earths-dominant-species-by-mass/
201•surprisetalk•17h ago•136 comments

California closed the Montana license plate loophole

https://www.thedrive.com/news/heres-how-california-closed-the-montana-license-plate-loophole
93•speckx•13h ago•238 comments

When random is not actually random enough

https://ersc.io/blog/when-random-isnt-random-enough
49•steveklabnik•10h ago•14 comments

State of Devs 2026

https://2026.stateofdevs.com/en-US/
118•sgdesign•6h ago•53 comments

LLMs may have helped my RSI

https://vaughanhilts.me/2026/10/05/llms-immensely-helped-my-rsi.html
78•vaughands•1d ago•38 comments

Benchmark in Milliseconds

https://matklad.github.io/2026/10/05/benchmark-milliseconds.html
135•surprisetalk•1d ago•43 comments

Xbox has secured exclusive GTA 6 streaming rights

https://www.theverge.com/report/1005859/microsoft-xbox-gta-6-streaming-rights
30•thm•3h ago•33 comments
Open in hackernews

My Homelab Two Years Later, Every Upgrade and What It Cost

https://www.joekarlsson.com/blog/homelab-two-years-later/
13•joekarlsson•1d ago

Comments

31337Logic•1d ago
Very nice!! Thanks for sharing!
joekarlsson•1d ago
Of course. Thanks for reading it!
TacticalCoder•8h ago
I enjoyed your post but you went a bit overkill IMO (don't get me wrong: I know it's part of the fun).

> A Xeon E3-1226 v3 with 4 cores, 32GB of RAM, 2TB of storage.

> First it was Plex transcoding. Two people streaming at once and the quad-core Xeon started choking. Then I saw Frigate - real-time AI object detection on security camera feeds. On CPU, Frigate’s detector alone ate about 120% CPU, more than one of my four cores.

> The R730 I landed on has dual Xeon E5-2698 v4 processors. 20 cores each, so 40 cores and 80 threads in one box. That turned out to be far more CPU than I need

> I bought mine from Server Design Lab fully configured for about $1,850 each. Still a fraction of the $15,000+ sticker price new, but not the “$300 eBay special” you see in Reddit posts.

You kinda went ballistic: paying two times $1850 for used servers... You say it yourself: you now have more CPU than you need.

I simply upgraded my server's old Xeon to a Xeon with many cores: something like a Xeon E5-2683 v4 is 16 cores / 32 threads and they're basically free. And they consume less energy under load than your E5-2698 v4 (a E5-2698 v4 20 cores is a good choice too and they go for, what, $40? Less cores than that and those Xeons are basically given away now).

I literally have the "reddit special" $300 server: an HP Z440 workstation with 96 GB of ECC RAM in which I replaced the Xeon with a v4 with many cores and I paid not even $300 for the entire thing.

16 cores compared to 4 cores goes a long way.

It's always nice to read about other setups but I'd say there's a middle ground between "Xeon with only 4 cores" and 2x dual-Xeon 20 cores each for 80 cores / 160 threads total: instead of buying two $1850 servers you could have removed that old 4-cores Xeon and stuck a 14/16/18 or 20 cores Xeon in its place.

These 10 years old+ Xeons are really serious workhorses.

alexalx666•47m ago
Isnt plex transcoding something that is better handled by a separate device, its a very specific capability which normally nothing else across containers needs
globular-toast•37m ago
I've started running out of RAM. I guess things tend to use more and more RAM over time. So I've started getting rid of services I don't use much. I have 6 hard disks all at the 6 year mark and a couple showing worrying SMART readings. It was fun but now with hardware prices it starts to feel like a bit of a liability. AI has drained most of the fun out of computing for me.
mc8098•32m ago
That's cool, personally I would have just gotten a similarly priced mac mini or studio
joekarlsson•20m ago
I got one of those too
sssilver•30m ago
Who's your internet provider? I'm about to launch my product and am seriously considering deploying it in a home lab, but I'm feeling on the fence about Google Fiber 1G out of a residential neighborhood in Austin.
arceister•25m ago
This encourages me to buy a node for my homelab but holy shit the prices now are very skyrocketed. Even I kinda struggle to find a new node for my homelab because most of the mini PCs or refurbished such as Optiplex and ThinkCentre are going expensive too and most of it are out of stock.