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AI Is Finally Eating Software's Total Market: Here's What's Next

https://vinvashishta.substack.com/p/ai-is-finally-eating-softwares-total
1•gmays•49s ago•0 comments

Computer Science from the Bottom Up

https://www.bottomupcs.com/
1•gurjeet•1m ago•0 comments

Show HN: I built a toy compiler as a young dev

https://vire-lang.web.app
1•xeouz•2m ago•0 comments

You don't need Mac mini to run OpenClaw

https://runclaw.sh
1•rutagandasalim•3m ago•0 comments

Learning to Reason in 13 Parameters

https://arxiv.org/abs/2602.04118
1•nicholascarolan•5m ago•0 comments

Convergent Discovery of Critical Phenomena Mathematics Across Disciplines

https://arxiv.org/abs/2601.22389
1•energyscholar•5m ago•1 comments

Ask HN: Will GPU and RAM prices ever go down?

1•alentred•6m ago•0 comments

From hunger to luxury: The story behind the most expensive rice (2025)

https://www.cnn.com/travel/japan-expensive-rice-kinmemai-premium-intl-hnk-dst
1•mooreds•7m ago•0 comments

Substack makes money from hosting Nazi newsletters

https://www.theguardian.com/media/2026/feb/07/revealed-how-substack-makes-money-from-hosting-nazi...
5•mindracer•8m ago•1 comments

A New Crypto Winter Is Here and Even the Biggest Bulls Aren't Certain Why

https://www.wsj.com/finance/currencies/a-new-crypto-winter-is-here-and-even-the-biggest-bulls-are...
1•thm•8m ago•0 comments

Moltbook was peak AI theater

https://www.technologyreview.com/2026/02/06/1132448/moltbook-was-peak-ai-theater/
1•Brajeshwar•9m ago•0 comments

Why Claude Cowork is a math problem Indian IT can't solve

https://restofworld.org/2026/indian-it-ai-stock-crash-claude-cowork/
1•Brajeshwar•9m ago•0 comments

Show HN: Built an space travel calculator with vanilla JavaScript v2

https://www.cosmicodometer.space/
2•captainnemo729•9m ago•0 comments

Why a 175-Year-Old Glassmaker Is Suddenly an AI Superstar

https://www.wsj.com/tech/corning-fiber-optics-ai-e045ba3b
1•Brajeshwar•9m ago•0 comments

Micro-Front Ends in 2026: Architecture Win or Enterprise Tax?

https://iocombats.com/blogs/micro-frontends-in-2026
1•ghazikhan205•11m ago•0 comments

These White-Collar Workers Actually Made the Switch to a Trade

https://www.wsj.com/lifestyle/careers/white-collar-mid-career-trades-caca4b5f
1•impish9208•12m ago•1 comments

The Wonder Drug That's Plaguing Sports

https://www.nytimes.com/2026/02/02/us/ostarine-olympics-doping.html
1•mooreds•12m ago•0 comments

Show HN: Which chef knife steels are good? Data from 540 Reddit tread

https://new.knife.day/blog/reddit-steel-sentiment-analysis
1•p-s-v•12m ago•0 comments

Federated Credential Management (FedCM)

https://ciamweekly.substack.com/p/federated-credential-management-fedcm
1•mooreds•12m ago•0 comments

Token-to-Credit Conversion: Avoiding Floating-Point Errors in AI Billing Systems

https://app.writtte.com/read/kZ8Kj6R
1•lasgawe•13m ago•1 comments

The Story of Heroku (2022)

https://leerob.com/heroku
1•tosh•13m ago•0 comments

Obey the Testing Goat

https://www.obeythetestinggoat.com/
1•mkl95•14m ago•0 comments

Claude Opus 4.6 extends LLM pareto frontier

https://michaelshi.me/pareto/
1•mikeshi42•14m ago•0 comments

Brute Force Colors (2022)

https://arnaud-carre.github.io/2022-12-30-amiga-ham/
1•erickhill•17m ago•0 comments

Google Translate apparently vulnerable to prompt injection

https://www.lesswrong.com/posts/tAh2keDNEEHMXvLvz/prompt-injection-in-google-translate-reveals-ba...
1•julkali•17m ago•0 comments

(Bsky thread) "This turns the maintainer into an unwitting vibe coder"

https://bsky.app/profile/fullmoon.id/post/3meadfaulhk2s
1•todsacerdoti•18m ago•0 comments

Software development is undergoing a Renaissance in front of our eyes

https://twitter.com/gdb/status/2019566641491963946
1•tosh•19m ago•0 comments

Can you beat ensloppification? I made a quiz for Wikipedia's Signs of AI Writing

https://tryward.app/aiquiz
1•bennydog224•20m ago•1 comments

Spec-Driven Design with Kiro: Lessons from Seddle

https://medium.com/@dustin_44710/spec-driven-design-with-kiro-lessons-from-seddle-9320ef18a61f
1•nslog•20m ago•0 comments

Agents need good developer experience too

https://modal.com/blog/agents-devex
1•birdculture•21m ago•0 comments
Open in hackernews

Long-term use of melatonin to support sleep may have negative health effects

https://newsroom.heart.org/news/long-term-use-of-melatonin-supplements-to-support-sleep-may-have-negative-health-effects
40•incomplete•3mo ago

Comments

NoPicklez•3mo ago
Interesting and importantly both groups were those who had insomnia and those who had previously been diagnosed with heart failure were excluded.
xhrpost•3mo ago
I don't have access to the actual study but I wonder if they had access to any metrics for the individuals that could quantify the intensity of the insomnia. Chronic insomnia/sleep deprivation is already correlated with heart disease. Could it be that the people with worse insomnia were more likely to take melatonin but also more likely to have heart issues due to the insomnia alone?
tech_ken•3mo ago
> “Worse insomnia, depression/anxiety or the use of other sleep-enhancing medicines might be linked to both melatonin use and heart risk,” Nnadi said. “Also, while the association we found raises safety concerns about the widely used supplement, our study cannot prove a direct cause-and-effect relationship. This means more research is needed to test melatonin’s safety for the heart.”

This seems pretty critical, no? I would assume that melatonin use increases with the severity of insomnia, and persistent lack of sleep has a whole host of long-term health implications. So insomnia a priori seems highly likely to cause both increased melatonin consumption and heart disease. Given how obviously confounded this causal system is, it's practically negligent to not at least control for severity of insomnia or something. Ideally they should have done a matched study or DID or something, but without any attempt to account for the confounding this study is just clickbait.

metalman•3mo ago
melatonin is an awsome dream drug great for a midwinter cleanup of the unconsious attic but looses its zap, quickly
d0liver•3mo ago
"People who are concerned enough about their insomnia to get a prescription from their doctor and take it regularly are more likely than other people to have heart problems and other health issues"

Good to know but maybe not particularly compelling?

blurbleblurble•3mo ago
Okay but how are people using it? It can so easily be misused: it's a signalling hormone that resets the phase alignment of the circadian rhythm. Yet so many people just eat it randomly like a sleeping pill. That's bound to be damaging in the long term. It shouldn't be necessary to take it every single night. If you're having trouble sleeping every single night, you've got other issues. Maybe you're stressed out by the world you live in. Maybe it means you're taxing your central nervous system, throttling it constantly. You need to go around the glutamate–glutamine cycle more often than you can sustain. There are metabolic costs to doing this. Maybe you've been eating food from soil devoid of minerals like magnesium, a critical cofactor in the glutamate-glutamine cycle. In fact people struggling with chronic stress have been shown to be statistically more likely to be insufficient or deficient in magnesium.

But you take melatonin because nobody wants to tell you all this. And you take it at random times thereby fucking up your circadian rhythm even worse.

Don't get me started on vitamin D and how that's _also_ a circadian phase signaller, but how I never see those big flashy press releases about whether or not vitamin D is good or bad ever go into this.

Why do I have so little faith that they controlled for timing in the study?

martin-t•3mo ago
Very relevant: https://slatestarcodex.com/2018/07/10/melatonin-much-more-th...

Some more interesting comments: https://www.lesswrong.com/posts/E4cKD9iTWHaE7f3AJ/melatonin-...

TL;DR:

- People take the wrong doses because pharmacies sell pills with huge doses, in reality 0.3 is optimal (can confirm from personal experimentation).

- People treat it like a sleeping pill when in reality it shifts the sleep cycle and it does so _depending on when you take it_. The article has various suggestions depending on your particular sleep issue.

If you use it, I suggest experimenting with the timing and dose, but especially timing - and I am talking multiple hours, up to 7, before going to sleep. And then do actually go to sleep immediately when you feel sleepy or it'll make you wake up too early and you'll be tired.

Aerbil313•2mo ago
Thanks for these. I always used 1/8 to 1/4 of the pills (0.3 - 0.7 mg) out of principle of using the minimum effective amount, I didn't know taking the full 3mg pills is actually proven to be less effective and even possibly harmful for the circadian rhythm.