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DSpark: Speculative decoding accelerates LLM inference [pdf]

https://github.com/deepseek-ai/DeepSpec/blob/main/DSpark_paper.pdf
507•aurenvale•4h ago•180 comments

OpenRA

https://www.openra.net/
78•tosh•1h ago•26 comments

Fintech Engineering Handbook

https://w.pitula.me/fintech-engineering-handbook/
168•signa11•3h ago•55 comments

If you can't hold it, you don't own it

https://dervis.de/physical/
81•cemdervis•2h ago•45 comments

Previewing GPT‑5.6 Sol: a next-generation model

https://openai.com/index/previewing-gpt-5-6-sol/
1042•minimaxir•20h ago•663 comments

Long Wave radio era set to end with switch-off

https://www.economist.com/britain/2026/06/25/the-bbc-switches-off-its-oldest-service
81•edward•1d ago•87 comments

Beer CSS – Build material design in record time

https://www.beercss.com
66•Seb-C•4h ago•23 comments

Linux on Older Hardware: The Complete Revival Guide

https://www.fosslinux.com/158206/linux-on-older-hardware-revival-guide.htm
107•tapanjk•2d ago•56 comments

The US Army Issued Ocarinas to Soldiers in World War II

https://www.flutetunes.com/articles/my-flute-goes-to-war/
48•tomcam•2d ago•24 comments

Nox Metals (YC S25) Is Hiring SWE

https://www.ycombinator.com/companies/nox-metals/jobs/M1f1enD-software-engineer
1•zane_heng•1h ago

Streaming services' obnoxiously loud ads become illegal on July 1 in California

https://arstechnica.com/gadgets/2026/06/streaming-services-obnoxiously-loud-ads-become-illegal-on...
25•speckx•1h ago•2 comments

Task Failed Successfully: Saturating NIC and Disk Bandwidth

https://blog.mrcroxx.com/posts/task-failed-successfully-saturating-nic-and-disk-bandwidth/
6•MrCroxx•3d ago•3 comments

Why does kinetic energy increase quadratically, not linearly, with speed? (2011)

https://physics.stackexchange.com/questions/535/why-does-kinetic-energy-increase-quadratically-no...
286•ProxyTracer•15h ago•144 comments

WordStar: A Writer's Word Processor (1996)

https://www.sfwriter.com/wordstar.htm
122•droidjj•10h ago•57 comments

Cultures of Making and Relating

https://blog.khinsen.net/posts/2026/06/25/cultures.html
17•akkartik•1d ago•0 comments

How Many Elementary Particles Are There, Really?

https://www.quantamagazine.org/how-many-elementary-particles-are-there-really-20260615/
4•rwmj•1h ago•0 comments

Faster KNN search in Manticore: 2-pass HNSW, batched distances, and AVX-512

https://medium.com/@s_nikolaev/faster-knn-search-in-manticore-2-pass-hnsw-batched-distances-and-a...
34•snikolaev•1d ago•2 comments

Jest/Vitest interactive course (runs in the browser)

https://howtotestfrontend.com/courses/jest-vitest-fundamentals
24•howToTestFE•2d ago•10 comments

MicroVMs: Run isolated sandboxes with full lifecycle control

https://aws.amazon.com/blogs/aws/run-isolated-sandboxes-with-full-lifecycle-control-aws-lambda-in...
348•justincormack•4d ago•191 comments

U.S. allows Anthropic to release Mythos AI to ‘trusted’ US organizations

https://www.semafor.com/article/06/27/2026/us-releases-powerful-anthropic-model-mythos-to-some-us...
488•bobrenjc93•15h ago•639 comments

Anatomy of a Failed (Nation-State?) Attack

https://grack.com/blog/2026/06/25/dissecting-a-failed-nation-state-attack/
95•signa11•11h ago•16 comments

AI in mathematics is forcing big questions

https://spectrum.ieee.org/ai-in-mathematics
158•rbanffy•15h ago•137 comments

OpenTTD 16.0-Beta1

https://www.openttd.org/news/2026/06/25/openttd-16-0-beta1
197•untilted•9h ago•35 comments

Asian AI startups launch Mythos-like models

https://techcrunch.com/2026/06/27/asian-ai-startups-launch-mythos-like-models-as-anthropics-expor...
7•bogdiyan•41m ago•1 comments

International investment and local rules push prices up faster than supply

https://news.mccombs.utexas.edu/research/foreign-funds-help-make-housing-unaffordable/
110•hhs•14h ago•37 comments

Hellishly Slow Level 13 Deflate Compression

https://kirill.korins.ky/articles/hellishly-slow-level-13-deflate-compression/
76•zX41ZdbW•4d ago•22 comments

The gap between open weights LLMs and closed source LLMs

https://blog.doubleword.ai/frontier-os-llm
245•kkm•16h ago•193 comments

U.S. government will decide who gets to use GPT-5.6

https://www.washingtonpost.com/technology/2026/06/26/openai-says-us-government-will-vet-users-its...
1086•alain94040•19h ago•1148 comments

Fusion Programming Language

https://fusion-lang.org/
95•efrecon•3d ago•41 comments

Ultrasound imaging of the brain

https://alephneuro.com/blog/ultrasound-brain
297•rossant•1d ago•115 comments
Open in hackernews

A Taxonomy of Bugs

https://ruby0x1.github.io/machinery_blog_archive/post/a-taxonomy-of-bugs/index.html
52•lissine•1y ago

Comments

mannykannot•1y ago
Here's a step 0 for your debugging strategy: spend a few minutes thinking about what could account for the bug. Prior to its occurrence, you are thinking about what could go wrong, but now you are thinking about what did go wrong, which is a much less open-ended question.
marginalia_nu•1y ago
I've had large success by treating the bug as a binary search problem as soon as I identify an initial state that's correct and a terminal state that's incorrect. It seems like a lot of work, but that's underestimating just how fast binary searches are.

Depends of course on the nature of the bug whether it's a good strategy.

readthenotes1•1y ago
I was such a bad developer that I realized I had to automate the re-running of parts of the system to find the bugs.

Of course, the code I wrote to exercise the code I wrote had bugs, but usually I wouldn't make offsetting errors.

It didn't fix all the problems I made, but it helped. And it helped to have the humility when trying to fix code to realize I wouldn't get it the first time, so should automate replication

bheadmaster•1y ago
> I had to automate the re-running of parts of the system to find the bugs

Congratz, you've independently invented integration tests.

tough•1y ago
I don't always test but adding a lil test after finding and fixing a bug so you don't end up there again a second time is a great practice
bheadmaster•1y ago
Congratz, you've invented regression tests.
quantadev•1y ago
Congrats, you've found someone who failed to invoke a buzzword that you know.

EDIT: But Acktshally `the code I wrote to exercise the code I wrote` is a description of "Unit Testing", not integration testing.

bheadmaster•1y ago
Unit/integration tests are anything but a buzzword. And my intentions were not to belittle, but to praise.

Some actions simply make so much sense to do, that any sensible person (unaware of the concept) will start doing them given enough practice, and in process they "reinvent" a common method.

keybored•1y ago
> And my intentions were not to belittle, but to praise.

With the stock eyeroll dismissal phrase.

alilleybrinker•1y ago
There's also the Common Weakness Enumeration (CWE), a long-running taxonomy of software weaknesses (meaning types of bugs).

https://cwe.mitre.org/

Animats•1y ago
The Third-Party Bug

Is the party responsible for the bug bigger than you? If yes, it's your problem. If no, it's their problem.

marginalia_nu•1y ago
A subcategory of the design flaw I find quite a lot is the case where the code works exactly as intended, it's just not having the desired effect because of some erroneous premise.
djmips•1y ago
John Carmack uses a debugger
quantadev•1y ago
As far as you knew that guy was aware what Unit Testing was since well before you were born. lol. I'm sure he appreciates all your nice compliments.
bheadmaster•1y ago
Good thing he has knights in shining armor like you to defend him from my nasty insults.
quantadev•1y ago
Good thing you can admit what you were doing.
bheadmaster•1y ago
Good thing you can understand sarcasm.
quantadev•1y ago
but your sarcasm was truthful.
bheadmaster•1y ago
but it wasn't.
quantadev•1y ago
Well in that case...Congratz, you've invented sarcasm.
bheadmaster•1y ago
Congratz, you've invented obnoxiousness.
quantadev•1y ago
Not "independently reinvented" ?
readthenotes1•1y ago
I was aware of unit testing before it had a name ... Desperation is the mother of intervention
quantadev•1y ago
Yep, I "independently reinvent" the wheel every day I guess, because I, ya know...use wheels.