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I ♥ RSS – A directory of people who love RSS

https://andrewshell.org/2026/07/i-%e2%99%a5-rss/
68•speckx•50m ago•33 comments

Cursor removed cost information from the usage page and CSV export

https://forum.cursor.com/t/usage-page-to-token-amount-what/167153
134•EugeneOZ•2h ago•56 comments

The Art of 64-bit Assembly

https://nostarch.com/art-64-bit-assembly-v2
91•0x54MUR41•3h ago•47 comments

Kaisel – Routes as Values. Dart 3 Native Router for Flutter

https://kaisel.dev/
15•TheWiggles•57m ago•0 comments

RipGrep musl binaries occasionally segfault during very-large searches

https://github.com/BurntSushi/ripgrep/issues/3494
182•throwaway2037•5h ago•105 comments

Explorative modeling: Train on the best of K guesses

https://alexiglad.github.io/blog/2026/explorative_modeling/
26•DSemba•2h ago•6 comments

Pgtestdb's template cloning approach to testing is fast

https://brandur.org/fragments/pgtestdb
23•brandur•1h ago•6 comments

A Surveillance Treaty in Disguise: Canada Signs UN Cybercrime Convention

https://www.michaelgeist.ca/2026/07/a-surveillance-treaty-in-disguise-the-trouble-with-canadas-qu...
152•iamnothere•3h ago•81 comments

Register deprivation: spills and runtime under forced register scarcity

https://rjp.io/blog/2026-07-19-register-deprivation
11•surprisetalk•2d ago•0 comments

Study uncovers lost 'golden age' of languages

https://news.yale.edu/2026/07/23/study-uncovers-lost-golden-age-languages
36•gmays•2d ago•23 comments

Charlie Stross – On the non-use of AI in my writing process

https://www.antipope.org/charlie/blog-static/2026/08/on-the-non-use-of-ai-in-my-wri.html
83•jwx48•4h ago•66 comments

Twelve Years Without a VPN

https://khessin.de/twelve-years-without-a-vpn/
3•taubek•50m ago•0 comments

Manual: •.,:;?·

https://type.today/en/journal/dots
92•behnamoh•2d ago•18 comments

Linux on ESP32

https://github.com/GrieferPig/esp32-s31-linux
45•boveyking•3d ago•16 comments

Rear center fuel tank adds roughly 20k liters and extends range by 1k NM

https://www.airbus.com/en/newsroom/press-releases/2026-06-worlds-longest-range-aircraft-the-airbu...
19•r2sk5t•4d ago•12 comments

Flint: A Visualization Language for the AI Era

https://microsoft.github.io/flint-chart/
225•vinhnx•14h ago•65 comments

Kontigo (YC S24) Is Hiring

https://www.ycombinator.com/companies/kontigo/jobs/xAo6tMt-founding-engineer
1•jecastillof•5h ago

RamenHaus

https://ramen.haus/
172•oler•8h ago•83 comments

qm – Multiplayer agent harness for work

https://github.com/yc-software/qm
632•tosh•23h ago•146 comments

Solid Queue 1.6.0 now supports fiber workers

https://github.com/rails/solid_queue/releases/tag/v1.6.0
72•earcar•10h ago•30 comments

A tiny holdout building in the middle of Macy’s is back in view

https://ephemeralnewyork.wordpress.com/2026/07/27/hidden-by-billboards-for-over-100-years-the-tin...
156•donohoe•3d ago•43 comments

Elevators

https://john.fun/elevators
1513•Jrh0203•1d ago•381 comments

How to Exist

https://www.raptitude.com/2026/07/how-to-exist/
321•walterbell•17h ago•189 comments

Software for One

https://www.ajwaxman.com/writing/software-for-one
199•awaxman11•3d ago•207 comments

Run Kimi K3 using 29 GB of RAM at 0.50 tok/s

https://github.com/sqliteai/waste
304•marcobambini•1d ago•142 comments

Toast IDE Gets Markdown Spell Checking

https://github.com/paradise-runner/toast
3•dividedcomet•2h ago•0 comments

The development pipeline is a production system

https://sundry.jerryorr.com/2026/07/31/development-pipeline-is-a-production-system
134•firefoxd•14h ago•66 comments

Astro Loop

https://pubdeer.com/
22•BaseBaal•5h ago•5 comments

The First Idempotency Key

https://hatchet.run/blog/first-idempotency-key
28•abelanger•4d ago•5 comments

G'mic 4.0: Squaring the Pixel, Easier

https://gmic.eu/gmic40/
72•dtschump•3d ago•4 comments
Open in hackernews

The Fastest Way yet to Color Graphs

https://www.quantamagazine.org/the-fastest-way-yet-to-color-graphs-20250512/
62•GavCo•1y ago

Comments

tonyarkles•1y ago
In case you haven't looked at the article, this is looking specifically at the Edge Coloring problem and not the more commonly known Vertex Coloring problem. Vertex Coloring is NP-complete unfortunately.
erikvanoosten•1y ago
You can convert edge coloring problems into vertex coloring problems and vice versa through a simple O(n) procedure.
meindnoch•1y ago
Wrong. You can convert edge-coloring problems into vertex-coloring problems of the so-called line graph: https://en.m.wikipedia.org/wiki/Line_graph

But the opposite is not true, because not every graph is a line graph of some other graph.

erikvanoosten•1y ago
Indeed. Thanks, I stand corrected.
tonyarkles•1y ago
Hrm... right. It's been a while. And it looks like both Vertex Coloring and Edge Coloring are both NP-complete (because of the O(n) procedure you're talking about and the ability to reduce both problems down to 3-SAT). I've started looking closer at the actual paper to try to figure out what's going on here. Thanks for the reminder, I miss getting to regularly work on this stuff.

Edit: thanks sibling reply for pointing out that it's not a bidirectional transform.

mauricioc•1y ago
For the edge-coloring problem, the optimal number of colors needed to properly color the edges of G is always either Delta(G) (the maximum degree of G) or Delta(G) + 1, but deciding which one is the true optimum is an NP-complete problem.

Nevertheless, you can always properly edge-color a graph with Delta(G) + 1 colors. Finding such a coloring could in principle be slow, though: the original proof that Delta(G) + 1 colors is always doable amounted to a O(e(G) * v(G)) algorithm, where e(G) and v(G) denote the number of edges and vertices of G, respectively. This is polynomial, but nowhere near linear. What the paper in question shows is how, given any graph G, to find an edge coloring using Delta(G) + 1 colors in O(e(G) * log(Delta(G))) time, which is linear time if the maximum degree is a constant.

Syzygies•1y ago
Yes. The article ran through this point as follows:

"In 1964, a mathematician named Vadim Vizing proved a shocking result: No matter how large a graph is, it’s easy to figure out how many colors you’ll need to color it. Simply look for the maximum number of lines (or edges) connected to a single point (or vertex), and add 1."

I keep wondering why I ever read Quanta Magazine. It takes a pretty generous reading of "need" to make this a correct statement.

JohnKemeny•1y ago
phkahler•1y ago
Is this going to lead to faster compile times? Faster register allocation...
john-h-k•1y ago
Very few compilers actually use vertex coloring for register allocation
isaacimagine•1y ago
Totally. The hard part isn't coloring (you can use simple heuristics to get a decent register assignment), rather, it's figuring out which registers to spill (don't spill registers in hot loops! and a million other things!).
NooneAtAll3•1y ago
and this post isn't even about vertex coloring
DannyBee•1y ago
No.

In SSA, the graphs are chordal, so were already easily colorable (relatively).

Outside of SSA, this is not true, but the coloring is still not the hard part, it's the easy part.

Not really. Coloring a graph is almost always talking about proper coloring, meaning that things that objects that are related receive different colors.

If you read the introduction, you'll also read that the goal is to "color each of your lines and require that for every point, no two lines connected to it have the same color."

Ps. "How many colors a graph needs" is a very well established term in computer science and graph theory.

mockerell•1y ago
I think the comment referred to the phrase „a graph needs X (colors or whatever)“. For me, this can be read two ways: 1. „a graph always needs at least X colors“ or 2. „a graph always needs at most X colors“.

Personally, I would interpret this as option 1 (and so did the comment above I assume). In that case, the statement is wrong. But I’d prefer to specify „at most/ at least“ anyways.

Or even better, use actual vocabulary. „For every graph there exists a coloring with X colors.“ or „any graph can be coloured using X colors“.

PS: I also agree with the sentiment about quanta magazine. It’s hard to get some actual information from their articles if you know the topic.

JohnKemeny•1y ago
What about this statement:

No matter how large a car is, it is easy to figure out how much money you'll need to buy it. Simply look at the price tag.

(From: No matter how large a graph is, it’s easy to figure out how many colors you’ll need to color it. Simply look for the maximum ...)

mauricioc•1y ago
Parent's point is that sometimes (but not always) the store is perfectly fine selling you a car for $1 less than what the "price tag" of Delta(G)+1 dollars asks for, so "need" is a bit inaccurate.