frontpage.
newsnewestaskshowjobs

Open Source @Github

fp.

Tailscale didn't stop the Hugging Face intrusion

https://tailscale.com/blog/hugging-face-intrusion
335•bluehatbrit•4h ago•134 comments

Elevators

https://john.fun/elevators
783•Jrh0203•8h ago•203 comments

qm

https://github.com/yc-software/qm
368•tosh•5h ago•80 comments

Twenty-five years ago it was cryptography, today it's model weights

https://weeraman.com/because-we-can/
77•aweeraman•3d ago•24 comments

Progressive Web Components

https://arielsalminen.com/2026/progressive-web-components/
51•hosteur•13h ago•7 comments

Golang proposal: container/: generic collection types

https://github.com/golang/go/issues/80590
104•jabits•4h ago•56 comments

Demystifying DRAM Read Disturbance: RowHammer and RowPress Phenomena

https://arxiv.org/abs/2607.28233
21•Jimmc414•2h ago•11 comments

The Absurdity of Albert Camus

https://www.historytoday.com/archive/portrait-author-historian/absurdity-albert-camus
13•apollinaire•23h ago•1 comments

June in Servo: real world compat, media queries, SharedWorker, and more

https://servo.org/blog/2026/07/31/june-in-servo/
83•iamnothere•5h ago•28 comments

Big Food vs. the People

https://www.lighthousereports.com/investigation/big-food-vs-the-people/
173•jruohonen•7h ago•118 comments

Loops (YC W22) Is Hiring a Product Educator

https://www.ycombinator.com/companies/loops/jobs/zqUnwqB-product-educator-technical-content-creator
1•chrisfrantz•2h ago

DeepSeek V4 Flash 0731 Intelligence, Performance and Price Analysis

https://artificialanalysis.ai/models/deepseek-v4-flash
508•theanonymousone•15h ago•279 comments

Increasing the lifespan of a bulb makes it worse in every other way

https://maurycyz.com/misc/tungsten/
39•tonyg•11h ago•46 comments

Let's make the worst Htmx

https://zserge.com/posts/worst-htmx-ever/
48•RebelPotato•18h ago•11 comments

Termixer (TUI DJ Mixer)

https://github.com/l00sed/termixer
43•l00sed•4h ago•31 comments

Authorize, don't authenticate

https://blog.marcua.net/2026/07/31/authorize-dont-authenticate.html
35•marcua•9h ago•8 comments

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

https://github.com/sqliteai/waste
118•marcobambini•9h ago•50 comments

Getting 25 Gbps Thunderbolt Ethernet on My Mac Studio

https://www.jeffgeerling.com/blog/2026/getting-25g-ethernet-mac-thunderbolt/
113•speckx•7h ago•73 comments

The most official water costs $120k a gallon

https://signoregalilei.com/2026/07/26/the-most-official-water-costs-120000-a-gallon/
115•surprisetalk•8h ago•92 comments

Dubious research tied to Red Bull has shaped energy drink policy

https://www.theexamination.org/articles/red-bull-funded-research-energy-drinks-alcohol
98•Jimmc414•7h ago•152 comments

How JPEG works: Interactively explore JPEG's lossy compression methods

https://cgjennings.ca/articles/jpeg-compression/
84•at1as•4d ago•10 comments

Predictive Speculative KV Replication for Bursty LLM Inference

https://jwlabs.vercel.app/post/biting-the-bullet
15•shreybirmiwal•3h ago•1 comments

The First Transatlantic Telegraph Cable Was a Bold, Beautiful Failure

https://spectrum.ieee.org/the-first-transatlantic-telegraph-cable-was-a-bold-beautiful-failure
6•sparsesignal•2d ago•0 comments

Everyone is building LLM routers, we deprecated ours

https://manifest.build/blog/why-we-deprecated-our-llm-router/
76•brunaxLorax•5h ago•39 comments

Using the railway network as a flatbed scanner [video]

https://media.ccc.de/v/emf2026-74-1-using-the-railway-network-as-a-flatbed-scanner
40•Jimmc414•4h ago•20 comments

Algorithms on billion-scale graph using 10GB RAM: I love DataFusion

https://semyonsinchenko.github.io/ssinchenko/post/datafusion-graphs-cc-2/
90•speckx•7h ago•31 comments

Is AI reasoning right for the wrong reasons?

https://www.quantamagazine.org/is-ai-reasoning-right-for-the-wrong-reasons-20260731/
102•retupmoc01•7h ago•133 comments

Hope and Defeat: John Berger

https://newleftreview.org/sidecar/posts/hope-and-defeat
4•apollinaire•3d ago•0 comments

Britain's New World of Tobacco (2017)

https://www.historytoday.com/archive/feature/britains-new-world-tobacco
6•benbreen•2d ago•0 comments

A past and future of trade secrets

https://www.cabinetmagazine.org/issues/70/kofen.php
4•Hooke•1d ago•0 comments
Open in hackernews

Increasing the lifespan of a bulb makes it worse in every other way

https://maurycyz.com/misc/tungsten/
36•tonyg•11h ago

Comments

dybovalex•11h ago
Tungsten will burn in an oxygen atmosphere, therefore standard light bulbs actually use an inert gas (like argon). The gas pressure slows down tungsten evaporation and prevents oxidation. The main reason for short living of the bulbs is that the filament gradually evaporating over time until it thins out and snaps.
montag•1h ago
Misled
enobrev•32m ago
I've been seeing the misspelling of the past tense of lead (led) incredibly often in the past couple years. It's clearly confusing that lead is an actual word, so it may seem right and likely doesn't get caught by auto-correct, although I assume grammar correction should catch it.
freediddy•1h ago
I've never had LED lights last anywhere near the purported 5-7 year timeframe. The worst ones are the small decorative ones with the tinier screw part that my house seems to have an inordinate number of. Those last maybe 6 months and then they start getting dimmer and then all the lights in the circuit get worse at once. I like LED lights immensely but the idea they last even 2 years is a lie in my opinion.
convolvatron•54m ago
I've run 30w led modules for 10+ years by - using real power conversion components, making sure they have sufficient cooling and running them at 75% of their rated current. they still seem plenty bright.
ValentineC•52m ago
Randomly, my Philips Hue E27 bulbs last far longer than any of the China Zigbee clones I've bought, but like all mass produced goods, there are outliers that fail.

The cheap China stuff tend to fail in a few months, while I've only had two Hue bulbs in my collection fail ever, so Philips seems to be doing something right.

Hilliard_Ohiooo•48m ago
I agree, my Philips hue bulbs have been going strong for about 7 to 8 years now I'm not a single issue. I think people are just buying cheap bulbs then getting upset that they bought cheap bulbs.
addaon•51m ago
Every Philips L-Prize bulb I bought in 2012 is still working. Some have been on about 30% of the time since purchase. A few have been dropped multiple meters onto concrete; oops. Well made LED bulbs last. Cost-optimized ones may not.
freediddy•48m ago
I had a bunch of Philips Hue LED light bulbs until they started dying within a couple of years or less and the replacement costs were ridiculous. That's when I switched to Lutron Casetas.
jsLavaGoat•56m ago
5700 is a terrible temperature for lighting unless that matches the daylight. Soft white and even reddish is much better at night. Presumably, most artificial light it used at night. 2700 is more like it.

My LED lightbulbs change temperature based on the time of day and are dull red at night so you both don't wake up and you don't stub your toe. Show me a non-LED that can do that.

Hilliard_Ohiooo•47m ago
I do something similar and all my Philips hue bulbs are going strong after 7 to 8 years. I think people just get upset with themselves for being cheap.
TacticalCoder•39m ago
> Show me a non-LED that can do that.

Many of use simply don't find LED lights, no matter the color they try to simulate, enjoyable.

I find my LED lights, including fancy decorative ones, bearable only because I always use one real, old-school, warm white (more like yellow really), incandescent (hence non-LED) light in my living room. And, yup, if you know what you're looking for, it's totally possible to still buy incandescent lightbulbs.

LED lights, no matter the shade/color always give such a fake / non-cosy feeling to just about everything.

I'm taking an actual candle + an incandescent lightbulb's warmth feeling any day over anything LED.

Now as I'm also conscious about saving the planet, I'll mix those with mostly LED lights. But having one incandescent lightbulb (and/or one candle) really creates, to many of us, a better atmosphere than pure LED lighting.

It's the old "you're eyes cannot detect more than 24 fps" all over again: "you cannot detect the flickering of a LED light". Except I can instantly tell if it's the cold (no matter how "warm white" the box says it is) light of a LED or the actual warm light of a proper incandescent lightbulb.

krackers•23m ago
WarmWash•43m ago
That top paragraph is a masterclass in modern media standards. Tell the truth will hiding facts so your readers can be reassured that they are in fact smart and correct, while you never have to tell a lie.
BGizzle•34m ago
You have been misled about spelling misled
wolfgangK•17m ago
BTW, I don't understand why having the driver converting AC to DC inside the LED spots is the default. For a new house, it seems to make sense to me to have at least one external driver for a ceiling of spots, if not one per floor (not one for the whole house because pf the drop in voltage). But 24V led spots seem much less common and I cannot find many reviews. Any idea why it's not more common ? It seems efficiency and thermals would be much easier to optimize without the size constraint, plus economy of scale with components. Any specific 24V led spots / bulbs to recommend ?
HappyPanacea•14m ago
It would be nice to have the driver and LED decoupled from each other with a standard socket between driver and LED even if there is one per bulb.
mort96•9m ago
It seems like a pretty normal local maximum situation, no? It's a solution which works "well enough" and means all light bulbs work in all light fixtures and all light fixtures work with all light bulbs. It would be better if we all moved away from LED, got all new standardized 24V light fixtures and stopped putting the power supply in the base of a standard E26 light bulb socket, but those kinds of transitions are costly.

It probably also doesn't help that this would require industry-wide cooperation between companies which would much rather sell their own light fixture + LED combo which people have to replace regularly than a light fixture which people buy once and keep for life.

addaon
•
34m ago
I run about 50 Philips Hue lights and I’ve replaced 3 in six years, so definitely not as reliable as the L-Prize lights, but not awful. The L-Prize bulbs are built like tanks… when you drop one you check the floor for damage before the bulb.
sam1714•42m ago
My OG gray Philips lasted more than a decade constantly on. It was still working at the end but I noticed the yellow remote phosphor plastic panels were disintegrating with a web of cracks. Underneath, the plastic surrounding the LEDs had turned brown: the polymers had photodegraded.
Hilliard_Ohiooo•49m ago
I bought all new Philip hue bulbs going on 7 or 8 years ago now and not a single one has gone bad. Maybe you're just buying cheap poor quality bulbs?

A 100 out of 100 success rate after 8 years.

freediddy•46m ago
No, I started with Philips Hues but then gave up and migrated to Cree light bulbs with Lutron Casetas because the Hues kept dying. These are over 2 different houses as well. I wonder what is going on if it's just me
Krutonium•42m ago
Yeah that is very weird. Personally I even have some LED lights that are going on 15 years old, spent a bit more than I'd like on them at the time, but they were on sale!
sam1714•38m ago
Had a ton of issues with the original Cree bulbs. They underglued the glass bulb and it came off with thermal cycling. They also put the LEDs on a metal core PCB they bent into ~10-gon tower. On the bends, the traces apparently would crack which led to overheating and a burn spot.

Cree is now no more; the bulbs are just a brand for FEIT who imports the same unreliable Chinese white-label bulbs.

freediddy•35m ago
Which brand do you suggest?
sam1714•20m ago
Philips Hue. I've had issues with color ones, the White + Ambience ones are fine. (Makes sense as they omit the color section)

Hue is basically the only bulbs not being sourced from the same couple of white label manufacturers. Philips/Signify's rapidly shrinking line of dumb bulbs are being sourced from there too.

Never buy filament style bulbs. They are universally unreliable because of poor thermals with the emitters.

shawn_w•22m ago
The old Cree bulbs that Home Depot used to carry have been great for me. I need to find a new supplier though because the brands they have now are junk that last a year or two if I'm lucky.
Twirrim•34m ago
I bought a whole bunch of GE LED bulbs figuring big name, probably more reliable. Nope. Diabolically bad. Never again.
toasty228•21m ago
2 of the 4 philips hue I bought in 2019 died a few years back, a bulb and a led stripe, I'm not buying expensive ones next time
krackers•17m ago
They have become cheaper and cut costs over time. LED bulbs bought around the l-prize time when the technology was new are heavy, you can feel their metal heatsink. New LEDs from the same reputable brand are comparatively cheap.
piva00•11m ago
Same for me, have Philips Hue bulbs for the past 10 years, some 50 of them and only had one failure unrelated to the LEDs themselves.
gucci-on-fleek•11m ago
> I bought all new Philip hue bulbs going on 7 or 8 years ago now and not a single one has gone bad.

I had a bulb go bad once (out of almost 50 bulbs), but I called their support number and they shipped me a new one for free without any hassle.

hagbard_c•10m ago
> Maybe you're just buying cheap poor quality bulbs?

If only that were true. Osram is a well-renowned brand so you'd think their - rather pricey - 'high-wattage' (10W) bulbs meant for outside lights here on the farm would last longer than about a year, all in different armatures, all with plenty of cooling (they're mainly used in autumn/winter/spring when it tends to be rather chilly here in Sweden). You'd think cheap bulbs go bad quickly but the cheap 'Biltema' brand bulbs I bought for some rooms just keep on going without marked loss of output.

All in all the average life time of a LED bulb seems to be around 2-3 years before it either has dimmed so much that it is no longer usable or it has failed outright. There are exceptions like the mentioned cheap bulbs which are still going strong after about 9 years of close to daily use or those Osram bulbs which fail in about a year or less or the (not mentioned) 'fluorescent tube replacement fixtures' which last less than a year before one of the 4 LED segment strips fails due to a failed LED. I repair these by replacing the failed chip, they work for a few months and then the things fail again.

I've used 'efficient' lighting since I bought my first house starting with jam-jar like Philips SL 'bulbs' (compact fluorescent tubes with all the related gizmos packaged in a single replaceable unit) for which I made fixtures out of birch plywood wood, 90° PVC drain pipe bends and E27 sockets because those things were heavy at about 500 grams. None of those SL bulbs had failed when I moved out 6 years later, I still have some somewhere in storage. Later I moved to the lighter PLC version which also tended to last a long time, some of them are still in use here. Then came LED bulbs which were supposed to last for tens of thousands of hours... and I suddenly started to have to think about replacing failed bulbs again.

craftkiller•46m ago
I have never had an LED light bulb fail. I'm still using the same 6-pack I bought over a decade ago, bringing them with me from apartment to apartment. I only have 5 remaining because the glue that holds the glass bulb onto the base eventually failed on one and I couldn't be bothered to figure out what the correct adhesive would be for lightbulbs.
xnx•46m ago
Enclosed fixtures can kill some LED bulbs quickly if they can't dissipate heat.
foobarchu•9m ago
I would say most LED bulbs. You need ones specifically rated for enclosures, which are way less common, and most people have the wrong idea of what counts as enclosed (the glass hood around your kitchen chandelier bulbs is an enclosure, as are ceiling cans)
usefulcat•43m ago
I had an LED porch light that lasted ~10 years. The fixture had light and motion sensors, so it wasn't on during the day or all night, and often it was not running at full brightness, but still it was on a lot. I was surprised it lasted that long, especially since it was outdoors.

I switched to all LED lighting many years ago. I've had a few that lasted less than a year, but by and large I'd say that nearly all the lights I've had have lasted at least on the order of years.

watwut•21m ago
That is weird. Mine are basically infinite.
tzs•18m ago
In mid 2016 I replaced around 25-30 incandescent bulbs (7 x 100 W, a couple or so 40 W, and the rest 60 W) with Walmart Great Value non-dimmable LEDs. Basically every incandescent bulb I could find around the house that was not on a dimmer and was A19 shape with an E26 base (except I forgot the attic and crawlspace).

There was some sort of deal between Walmart and Puget Sound Energy that applied an instant rebate automatically so that they simply rang up on checkout for $0.17.

They are all still working fine.

lovich•11m ago
We have several hundred smart led lights from I want to say Lutron? In my home going on year 6 soon and we’ve had to replace only 3-4 so far. 3 of those replacements were on the same circuit as well so I question if the circuit isn’t at fault.

Plural of anecdote isn’t data and all that but I think the several hundred quantity adds some weight. Also about 90 of those are in outdoor lamps so there’s a good amount dealing with weather and we’ve not had to replace any of those yet.

mort96•7m ago
Do you keep your light on constantly?

I don't know if it's the case with typical LEDs, but I used to have a lamp that I kept replacing bulbs for "all the time". I didn't understand why since the light bulbs claimed to last for years. One day I read the box more closely, and it said something along the lines of, "7 years life span at 2 hours per day" in small text (the numbers may be wrong, going by memory). Doing the math, the number of active hours claimed on the box turned out to be roughly true.

There's two separate issues where LEDs still have a hard time competing with incandescent bulbs: CRI (really R9 or other deep-red measures, because CRI stats are sort of gamed) and flicker. Most LED bulbs also have poor heatsinks and are more likely to die if kept inverted or in enclosed fixtures.

All of these are individually solved problems, you just can't buy a bulb that's an e26 retrofit that satisfies all of them for whatever reason. If LED bulbs actually lasted 10 years, then there'd be 10 year warranties. Yet even the most expensive boutique LEDs (e.g. from YujiLED) are only 3 years at best.

sam1714•34m ago
Lighting color is cultural. Go to Asia and you'll find many places, commercial and residential, lit with 5500K, traditionally fluorescents.

I've heard a theory that it has to do with genetics and lower eye sensitivity.

pigpop•19m ago
It's called a dimmer switch.
francisofascii•6m ago
[delayed]