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TOSTracker – The AI Training Asymmetry

https://tostracker.app/analysis/ai-training
1•tldrthelaw•1m ago•0 comments

The Devil Inside GitHub

https://blog.melashri.net/micro/github-devil/
1•elashri•2m ago•0 comments

Show HN: Distill – Migrate LLM agents from expensive to cheap models

https://github.com/ricardomoratomateos/distill
1•ricardomorato•2m ago•0 comments

Show HN: Sigma Runtime – Maintaining 100% Fact Integrity over 120 LLM Cycles

https://github.com/sigmastratum/documentation/tree/main/sigma-runtime/SR-053
1•teugent•2m ago•0 comments

Make a local open-source AI chatbot with access to Fedora documentation

https://fedoramagazine.org/how-to-make-a-local-open-source-ai-chatbot-who-has-access-to-fedora-do...
1•jadedtuna•4m ago•0 comments

Introduce the Vouch/Denouncement Contribution Model by Mitchellh

https://github.com/ghostty-org/ghostty/pull/10559
1•samtrack2019•4m ago•0 comments

Software Factories and the Agentic Moment

https://factory.strongdm.ai/
1•mellosouls•4m ago•1 comments

The Neuroscience Behind Nutrition for Developers and Founders

https://comuniq.xyz/post?t=797
1•01-_-•4m ago•0 comments

Bang bang he murdered math {the musical } (2024)

https://taylor.town/bang-bang
1•surprisetalk•4m ago•0 comments

A Night Without the Nerds – Claude Opus 4.6, Field-Tested

https://konfuzio.com/en/a-night-without-the-nerds-claude-opus-4-6-in-the-field-test/
1•konfuzio•7m ago•0 comments

Could ionospheric disturbances influence earthquakes?

https://www.kyoto-u.ac.jp/en/research-news/2026-02-06-0
1•geox•8m ago•0 comments

SpaceX's next astronaut launch for NASA is officially on for Feb. 11 as FAA clea

https://www.space.com/space-exploration/launches-spacecraft/spacexs-next-astronaut-launch-for-nas...
1•bookmtn•10m ago•0 comments

Show HN: One-click AI employee with its own cloud desktop

https://cloudbot-ai.com
1•fainir•12m ago•0 comments

Show HN: Poddley – Search podcasts by who's speaking

https://poddley.com
1•onesandofgrain•13m ago•0 comments

Same Surface, Different Weight

https://www.robpanico.com/articles/display/?entry_short=same-surface-different-weight
1•retrocog•15m ago•0 comments

The Rise of Spec Driven Development

https://www.dbreunig.com/2026/02/06/the-rise-of-spec-driven-development.html
2•Brajeshwar•19m ago•0 comments

The first good Raspberry Pi Laptop

https://www.jeffgeerling.com/blog/2026/the-first-good-raspberry-pi-laptop/
3•Brajeshwar•19m ago•0 comments

Seas to Rise Around the World – But Not in Greenland

https://e360.yale.edu/digest/greenland-sea-levels-fall
2•Brajeshwar•20m ago•0 comments

Will Future Generations Think We're Gross?

https://chillphysicsenjoyer.substack.com/p/will-future-generations-think-were
1•crescit_eundo•23m ago•1 comments

State Department will delete Xitter posts from before Trump returned to office

https://www.npr.org/2026/02/07/nx-s1-5704785/state-department-trump-posts-x
2•righthand•26m ago•1 comments

Show HN: Verifiable server roundtrip demo for a decision interruption system

https://github.com/veeduzyl-hue/decision-assistant-roundtrip-demo
1•veeduzyl•27m ago•0 comments

Impl Rust – Avro IDL Tool in Rust via Antlr

https://www.youtube.com/watch?v=vmKvw73V394
1•todsacerdoti•27m ago•0 comments

Stories from 25 Years of Software Development

https://susam.net/twenty-five-years-of-computing.html
3•vinhnx•28m ago•0 comments

minikeyvalue

https://github.com/commaai/minikeyvalue/tree/prod
3•tosh•32m ago•0 comments

Neomacs: GPU-accelerated Emacs with inline video, WebKit, and terminal via wgpu

https://github.com/eval-exec/neomacs
1•evalexec•37m ago•0 comments

Show HN: Moli P2P – An ephemeral, serverless image gallery (Rust and WebRTC)

https://moli-green.is/
2•ShinyaKoyano•41m ago•1 comments

How I grow my X presence?

https://www.reddit.com/r/GrowthHacking/s/UEc8pAl61b
2•m00dy•43m ago•0 comments

What's the cost of the most expensive Super Bowl ad slot?

https://ballparkguess.com/?id=5b98b1d3-5887-47b9-8a92-43be2ced674b
1•bkls•44m ago•0 comments

What if you just did a startup instead?

https://alexaraki.substack.com/p/what-if-you-just-did-a-startup
5•okaywriting•50m ago•0 comments

Hacking up your own shell completion (2020)

https://www.feltrac.co/environment/2020/01/18/build-your-own-shell-completion.html
2•todsacerdoti•53m ago•0 comments
Open in hackernews

Show HN: My hobby OS that runs Minecraft

https://astral-os.org/posts/2025/10/31/astral-minecraft.html
236•avaliosdev•2mo ago

Comments

jakemanger•2mo ago
The “Astral from scratch guide“ idea really caught my eye.

Gotta say that would be a pretty cool evolution of DIY electronics kits to OS kits

phendrenad2•2mo ago
Love the Motif-style window borders!
zamadatix•2mo ago
Indeed! Looks like it uses a port of https://github.com/fvwmorg/fvwm3
ZebusJesus•2mo ago
Well done and thanks for sharing, it's great to see people making a hobby OS and it's awesome that it plays Minecraft! How long have you been working on Astral?
Cthulhu_•2mo ago
The initial commit on the Github page was on April 2023, so at least that long methinks.
avaliosdev•2mo ago
Hi, this iteration I have been working on since 2023, but it uses some code in some places from the old iteration which I was working on during 2022 and 2023
ZebusJesus•2mo ago
great job, bet you learned some really cool stuff along the way!
WhyOhWhyQ•2mo ago
Very inspiring!
kgwxd•2mo ago
Better than Windows 11 already. I can't run Bedrock or Java without first signing into the Microsoft Store on "my" PC.
zamadatix•2mo ago
Good news, you too can run Minecraft Alpha 1.2.0 single player offline without signing in. That's not what made this impressive :).
creatonez•2mo ago
Try the "Windows Legacy" launcher, or a 3rd party launcher like PrismLauncher. The legacy launcher is made for Windows 7 and is directly equivalent to the macOS/Linux launcher, so it doesn't have a hard dependency on the Microsoft Store. It will probably be a while before they stop maintaining it because it's such a trivial port.
zamadatix•2mo ago
I love hobby OS projects, and it's good to see how many there continue to be posted here. I can never get enough! It looks like this one has some networking support as well.
coolcoder613•2mo ago
This is very impressive! When I saw the title, I thought it would be classicube, but no, it's actual minecraft.
avaliosdev•2mo ago
Indeed. Now modern minecraft (1.20) and even modded (GTNH) is working as well.
charcircuit•2mo ago
I would be interested in a benchmark.
rf15•2mo ago
> due to the mlibc code using the char value from the format string, the values above 127 passed by OpenJDK would be handled as negative integers

It's 2025 and I still don't get why Java needed signed chars and bytes. Why completely disregard the convenience of using them for array access/etc..

toast0•2mo ago
Java creators tried to avoid giving developers any sharp edges. Interactions between signed and unsigned integers can be surprising, so they disallowed unsigned integers.

Of course, not having access to unsigned quantities makes interaction with other programs difficult :(

astrange•2mo ago
The one that annoys me is that people think implicit type conversions are dangerous for some reason, so they also disallowed `char a = 10; short b = a;` without writing a cast even though this makes no sense.
resonious•2mo ago
It feels like "sharp edges" often means "I once had a horrible bug due to accidentally misusing this". But if you cut features based on that definition, you'd soon have an empty programming language.
lukan•2mo ago
Java was apparently quite successful, though. So maybe they got the balance right for their goal?
fooker•2mo ago
I'd like a 10pples please.
pdw•2mo ago
The signedness of `char` is implementation-defined, it is signed on x86 but unsigned on ARM. So assigning a plain char to a wider integer type is suspicious, did the programmer expect sign-extension or zero-extension?
astrange•2mo ago
It's not implementation-defined in Java because there aren't any unsigned types.

Personally I think explicit typecasts are even more suspicious, because introducing explicit semantics is worse than implicit semantics if the explicit ones are wrong.

Hendrikto•2mo ago
> Java creators tried to avoid giving developers any sharp edges.

They failed.

fhd2•2mo ago
Well, I'd argue they created a straight jacket. That prevents a number of self harm tactics. It also makes a lot of easy things pretty hard to do.
pjmlp•2mo ago
Easy,

> Gosling: For me as a language designer, which I don't really count myself as these days, what "simple" really ended up meaning was could I expect J. Random Developer to hold the spec in his head. That definition says that, for instance, Java isn't -- and in fact a lot of these languages end up with a lot of corner cases, things that nobody really understands. Quiz any C developer about unsigned, and pretty soon you discover that almost no C developers actually understand what goes on with unsigned, what unsigned arithmetic is. Things like that made C complex. The language part of Java is, I think, pretty simple. The libraries you have to look up.

From http://www.gotw.ca/publications/c_family_interview.htm

Note that Java has unsigned support nowadays, only not as primitive types, although this is considered post Valhala.

For example, https://docs.oracle.com/en/java/javase/25/docs/api/java.base...

burnt_toast•2mo ago
Congrats! Seeing an old version of MC makes me nostalgic.
urbandw311er•2mo ago
Excellent work! And very much in the spirit of the HM ethos.
whitehexagon•2mo ago
That's quite a milestone and achievement, well done! Your current Features list reads far beyond hobby level! It certainly puts my own hobby phone OS to shame. I'm still working out touch screen driver, and I only have IBM/437 bitmap fonts so far, which turned out to be far too small for these modern phone screens, for surely it cant be my tired old eyes...

Can I ask how you keep yourself motivated on such a complex, large and difficult project? This week I have been bogged down in I2C support and find myself wondering if I'll ever reach the next level.

Of course hard projects have their own special rewards, seeing that first pixel appear on screen was a magical moment, and felt like real programming again, especially compared to all these huge modern complex multi-layered software stacks.

avaliosdev•2mo ago
Sometimes I take long breaks but I always end up coming back. I find doing multiple things in my projects at the same time to help me not burn out as easily.
whitehexagon•2mo ago
Thanks. Well your post motivated me to knock off the rest of the I2C yesterday.

Good luck with the rest of your project.

ivraatiems•2mo ago
Excellent work.

Now all we need to do is run your OS on a redstone virtual machine inside of Minecraft, then run Minecraft on it. That way you'll have Minecraft inside your Minecraft.