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The Devil Inside GitHub

https://blog.melashri.net/micro/github-devil/
1•elashri•38s ago•0 comments

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

https://github.com/ricardomoratomateos/distill
1•ricardomorato•39s 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•1m 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•2m ago•0 comments

Introduce the Vouch/Denouncement Contribution Model by Mitchellh

https://github.com/ghostty-org/ghostty/pull/10559
1•samtrack2019•2m ago•0 comments

Software Factories and the Agentic Moment

https://factory.strongdm.ai/
1•mellosouls•3m ago•1 comments

The Neuroscience Behind Nutrition for Developers and Founders

https://comuniq.xyz/post?t=797
1•01-_-•3m ago•0 comments

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

https://taylor.town/bang-bang
1•surprisetalk•3m 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•5m ago•0 comments

Could ionospheric disturbances influence earthquakes?

https://www.kyoto-u.ac.jp/en/research-news/2026-02-06-0
1•geox•7m 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•8m ago•0 comments

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

https://cloudbot-ai.com
1•fainir•10m ago•0 comments

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

https://poddley.com
1•onesandofgrain•11m ago•0 comments

Same Surface, Different Weight

https://www.robpanico.com/articles/display/?entry_short=same-surface-different-weight
1•retrocog•13m 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•18m ago•0 comments

The first good Raspberry Pi Laptop

https://www.jeffgeerling.com/blog/2026/the-first-good-raspberry-pi-laptop/
3•Brajeshwar•18m ago•0 comments

Seas to Rise Around the World – But Not in Greenland

https://e360.yale.edu/digest/greenland-sea-levels-fall
2•Brajeshwar•18m ago•0 comments

Will Future Generations Think We're Gross?

https://chillphysicsenjoyer.substack.com/p/will-future-generations-think-were
1•crescit_eundo•21m ago•0 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•24m 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•25m ago•0 comments

Impl Rust – Avro IDL Tool in Rust via Antlr

https://www.youtube.com/watch?v=vmKvw73V394
1•todsacerdoti•25m ago•0 comments

Stories from 25 Years of Software Development

https://susam.net/twenty-five-years-of-computing.html
3•vinhnx•26m ago•0 comments

minikeyvalue

https://github.com/commaai/minikeyvalue/tree/prod
3•tosh•31m ago•0 comments

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

https://github.com/eval-exec/neomacs
1•evalexec•36m ago•0 comments

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

https://moli-green.is/
2•ShinyaKoyano•40m ago•1 comments

How I grow my X presence?

https://www.reddit.com/r/GrowthHacking/s/UEc8pAl61b
2•m00dy•41m 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•42m 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•49m 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•51m ago•0 comments

Show HN: Gorse 0.5 – Open-source recommender system with visual workflow editor

https://github.com/gorse-io/gorse
1•zhenghaoz•52m ago•0 comments
Open in hackernews

Reading QR codes without a computer (2023)

https://qr.blinry.org/
92•taubek•6mo ago

Comments

gnabgib•6mo ago
Discussion (655 points, 2024, 87 comments) https://news.ycombinator.com/item?id=39087752
Theodores•6mo ago
Very good. However, I wanted to know the rules regarding how big that border has to be and how some QR codes have a logo in the middle. We all want pretty QR codes!

Also, given the choice between optimising for 21 x 21 modules or something a lot larger, what is recommended in this day and age? Is blocky best?

wingspar•6mo ago
The logo corrupts the QR code. But QR codes can be generated with different levels of error correction.

So a code with a high error correction factor can repair a QR code with a logo obliterating the middle of the code.

bilgi42•6mo ago
til. i made a little qr code creator thingy that i personally used and I didn't know it didn't work with low error correction with middle logos.
thenthenthen•6mo ago
In 2020 I ran into problems with borderless qr codes. Today it seems it is not an issue anymore.
lock1•6mo ago
"... pretty QR codes", reminds me of a paper from SIGGRAPH 2025 I saw a few weeks ago.

"Claycode: Stylable and Deformable 2D Scannable Codes"

https://arxiv.org/abs/2505.08666

https://claycode.io/pages/scene_claycode.html

https://www.youtube.com/watch?v=Sx9k2iyXQhY

edent•6mo ago
I've written a bit about logos at https://shkspr.mobi/blog/2010/11/hiding-space-invaders-in-qr...

Basically, at the maximum level of error correction, you can obscure up to 30% of the code (excluding the corner target) and the data is still readable.

However, most QR readers will adjust the colours they see to pure black and white - so light colours will be squashed down to white. That means you can have some pretty colourful designs and still keep the codes readable.

Ideally, the border should be at least 2 blocks wide - but modern scanners are pretty good at picking out the targets.

As for size - that depends on your target audience. If your users are sat down and have the QR in front of them, you can cram in as much data as you like. If the code is on a billboard people are far away from, use as little data as you can and make the code as physically large as possible.

eknkc•6mo ago
I remember downloading stuff from usenet 20 years ago and the par files going with them. Basically, files were split into chunks and you’d merge the chunks. In case there was a missing or corrupt chunk, the par files would allow recovering the missing part. You did not need to download entire par chunks either. You lost 1mb? Download 1mb of par and recover it (or something like that, cant remember now).

That blew my mind and I went into a rabbit hole of error correction. I did not know about the reed-solomon or any other methods. Just took days to understand it. Implementing my own par like shitty thing in the process.

This brings that back as I’m more curious about the error correction than the actual bit encoding.

shinycode•6mo ago
I remember doing this for years as well and it seemed like magic and this algorithm blew my mind that any piece of a movie could be rebuild from a small part of par files. ChatGPT is quite good at explaining it
PostOnce•6mo ago
The concept of being able to (for a physical example) rip ANY page out of a book and being able to replace it using only the information on your single "magic page" is incredible. With two magic pages you can replace any two torn out pages, and the magic pages are interchangeable.

The math we have mastered is incredible. If only they could impart this wonder to children instead of rote worksheets enforced by drill sergeant math teachers.

While I'm ranting, I checked out a book from the library yesterday called "Math with Bad Drawings", it's very fun, and approachable for anyone with no math background, kids and adults enjoy it.

We need more STEM for fun, and not just STEM for money. That's how we get good at STEM.

cinntaile•6mo ago
You same day resubmitted this 3 days ago already.
ljf•6mo ago
Check out their submission history, I think dang or a mod reupped it - this is actually the submission from 3 days ago, sometimes the mods give posts a 2nd chance if they think they are or interest.

I've had it happen to my submissions in the past.

dunconian•6mo ago
I also learnt the dubious skill of reading QR codes by hand. At work 1% of the QR codes that we received were not scannable. However when decoded by hand (thanks you this guide and others) they all contained the string we expected.

But there was an error in the error correction pattern. It would flip a bit on the message length. The QR data changed from a string of 4 characters to a string of 933+ characters, and either

- Be unreadable (xzing)

- Return 933+ characters of garbage (cognex)

- crash

- return the previous barcode scanned (iOS)

I really learnt something about Reed Solomon error correction that day. I have the QR code framed somewhere. Sometimes when bored I’ll scan it and confirm that it still brings up whatever I scanned last.