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OpenCiv3: Open-source, cross-platform reimagining of Civilization III

https://openciv3.org/
427•klaussilveira•6h ago•97 comments

The Waymo World Model

https://waymo.com/blog/2026/02/the-waymo-world-model-a-new-frontier-for-autonomous-driving-simula...
778•xnx•11h ago•472 comments

How we made geo joins 400× faster with H3 indexes

https://floedb.ai/blog/how-we-made-geo-joins-400-faster-with-h3-indexes
15•matheusalmeida•1d ago•0 comments

Show HN: Look Ma, No Linux: Shell, App Installer, Vi, Cc on ESP32-S3 / BreezyBox

https://github.com/valdanylchuk/breezydemo
145•isitcontent•6h ago•15 comments

Monty: A minimal, secure Python interpreter written in Rust for use by AI

https://github.com/pydantic/monty
135•dmpetrov•6h ago•58 comments

Dark Alley Mathematics

https://blog.szczepan.org/blog/three-points/
41•quibono•4d ago•3 comments

A century of hair samples proves leaded gas ban worked

https://arstechnica.com/science/2026/02/a-century-of-hair-samples-proves-leaded-gas-ban-worked/
74•jnord•3d ago•5 comments

Show HN: I spent 4 years building a UI design tool with only the features I use

https://vecti.com
249•vecti•8h ago•118 comments

Microsoft open-sources LiteBox, a security-focused library OS

https://github.com/microsoft/litebox
314•aktau•12h ago•155 comments

Show HN: If you lose your memory, how to regain access to your computer?

https://eljojo.github.io/rememory/
180•eljojo•9h ago•124 comments

Sheldon Brown's Bicycle Technical Info

https://www.sheldonbrown.com/
311•ostacke•12h ago•85 comments

Hackers (1995) Animated Experience

https://hackers-1995.vercel.app/
397•todsacerdoti•14h ago•217 comments

An Update on Heroku

https://www.heroku.com/blog/an-update-on-heroku/
325•lstoll•12h ago•233 comments

PC Floppy Copy Protection: Vault Prolok

https://martypc.blogspot.com/2024/09/pc-floppy-copy-protection-vault-prolok.html
14•kmm•4d ago•1 comments

Show HN: R3forth, a ColorForth-inspired language with a tiny VM

https://github.com/phreda4/r3
48•phreda4•5h ago•8 comments

I spent 5 years in DevOps – Solutions engineering gave me what I was missing

https://infisical.com/blog/devops-to-solutions-engineering
109•vmatsiiako•11h ago•34 comments

How to effectively write quality code with AI

https://heidenstedt.org/posts/2026/how-to-effectively-write-quality-code-with-ai/
187•i5heu•9h ago•131 comments

Understanding Neural Network, Visually

https://visualrambling.space/neural-network/
236•surprisetalk•3d ago•31 comments

I now assume that all ads on Apple news are scams

https://kirkville.com/i-now-assume-that-all-ads-on-apple-news-are-scams/
977•cdrnsf•15h ago•415 comments

Learning from context is harder than we thought

https://hy.tencent.com/research/100025?langVersion=en
144•limoce•3d ago•79 comments

Female Asian Elephant Calf Born at the Smithsonian National Zoo

https://www.si.edu/newsdesk/releases/female-asian-elephant-calf-born-smithsonians-national-zoo-an...
4•gmays•1h ago•0 comments

Introducing the Developer Knowledge API and MCP Server

https://developers.googleblog.com/introducing-the-developer-knowledge-api-and-mcp-server/
17•gfortaine•3h ago•2 comments

FORTH? Really!?

https://rescrv.net/w/2026/02/06/associative
41•rescrv•14h ago•17 comments

I'm going to cure my girlfriend's brain tumor

https://andrewjrod.substack.com/p/im-going-to-cure-my-girlfriends-brain
49•ray__•2h ago•11 comments

Evaluating and mitigating the growing risk of LLM-discovered 0-days

https://red.anthropic.com/2026/zero-days/
36•lebovic•1d ago•11 comments

Why I Joined OpenAI

https://www.brendangregg.com/blog/2026-02-07/why-i-joined-openai.html
56•SerCe•2h ago•45 comments

Show HN: Smooth CLI – Token-efficient browser for AI agents

https://docs.smooth.sh/cli/overview
77•antves•1d ago•57 comments

The Oklahoma Architect Who Turned Kitsch into Art

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19•MarlonPro•3d ago•4 comments

Show HN: Slack CLI for Agents

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40•nwparker•1d ago•10 comments

Planetary Roller Screws

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36•everlier•3d ago•8 comments
Open in hackernews

Show HN: I built a daily sunlight tracker

https://www.lumehealth.io/products
46•vickipow•7mo ago
I kept trying to explain how important outdoor light is and how most people aren’t getting enough. Eventually I figured that showing is more effective than telling.

So we built a free app that uses your Apple Watch or iPhone to automatically track your light exposure throughout the day.

It tells you if you’re getting enough, shows you how consistent you are, and rewards habits that support hormone balance.

It's in beta on TestFlight, let me know what you think!

Comments

stek29•7mo ago
Looks beautiful! Here are some thoughts:

- Having a dark theme seems logical for an app focused circadian rhythms, would be nice to have a dark appearance

- Not being able to switch between days by swiping felt quite annoying: the Home page requires two taps to change to another day, and the Progress page needs one — but it could’ve been a swipe. And the calendar on the Day page can’t be swiped down, only closed by tapping on the (x).

I hadn’t even realized that Apple had rolled out Time in Daylight — Apple Health hasn’t promoted or highlighted it like it does for other new Categories, and even then, the visualization still feels lacking.

I have been trying to get more consistent morning natural light exposure lately, so this is perfect timing!

krtkush•7mo ago
> I hadn’t even realized that Apple had rolled out Time in Daylight

Unfortunately, it is not the most accurate. If you wear full sleeved clothing which cover your Apple Watch, it will report wrong numbers.

vickipow•7mo ago
Yeah unfortunately you have to have the screen exposed for a few minutes each time you go outside.

I spoke to the team at Apple, they said as long as you have a couple of minutes in the sunlight while you're on a walk it will then use sensor fusion to count the rest of the time outside.

vickipow•7mo ago
Thanks so much!

Appreciate the feedback. Will add those updates to our list of things to change (lots of improvements to make).

Glad to hear you're getting more consistent morning light, it's imo one of the most powerful things you can do for your health.

Fraaaank•7mo ago
>how most people aren’t getting enough

What are you basing this on? What counts as 'enough'? And how are you tracking light exposure?

snarf21•7mo ago
There are countless studies that billions of people are Vitamin D deficient. Our bodies are designed to get most of that from the sun. Lots of people never even leave their house on a given day.

https://pmc.ncbi.nlm.nih.gov/articles/PMC3068797/

Fraaaank•7mo ago
I should've been more specific. The study you link states that 'To prevent vitamin D deficiency, one should spend 15 to 20 minutes daily in the sunshine with 40% of the skin surface exposed.'. The screenshot on lume health shows a goal of 120 minutes.

Moreover, sun exposure is not by definition 'healthy'. Spending two hours in the sun at noon in the middle of summer does more harm than good.

agensaequivocum•7mo ago
> Nonsmokers who avoided sun exposure had a life expectancy similar to smokers in the highest sun exposure group, indicating that avoidance of sun exposure is a risk factor for death of a similar magnitude as smoking.

https://pubmed.ncbi.nlm.nih.gov/26992108/

brokegrammer•7mo ago
The study seems to be incredibly flawed.

> Women with active sun exposure habits were mainly at a lower risk of cardiovascular disease (CVD) and noncancer/non-CVD death

Not surprised there because people who spend more time outdoors will typically be participating in physical activity at the same time, while people who avoid sun exposure will typically be seated while participating in sedentary activities.

If we want to see if sun exposure is the sole reason for longevity, we will have to force the subjects to sit on a couch outside.

Claiming that not getting sunlight is the same as smoking is pure garbage.

tvier•7mo ago
> Claiming that not getting sunlight is the same as smoking is pure garbage.

So you're throwing out a whole study because it didn't cover a specific confounding variable you thought of, than stating a claim with no evidence backing it up?

That's pure garbage.

They specifically call this out in the abstract.

> We obtained detailed information at baseline on their sun exposure habits and potential confounders.

https://pubmed.ncbi.nlm.nih.gov/24697969/

porridgeraisin•7mo ago
Yes, you get your sun in the morning and/or in the evening. This is standard.
agensaequivocum•7mo ago
Morning and evening sun are excellent due to the high levels of Near-IR and IR. However, it is devoid of UVB needed for vitamin D synthesis. You need morning, evening, and midday sun.
adolph•7mo ago
> The study you link states that 'To prevent vitamin D deficiency, one should spend 15 to 20 minutes daily in the sunshine with 40% of the skin surface exposed.'. The screenshot on lume health shows a goal of 120 minutes.

Linearly it follows that if one wears clothes that cover more than 40% of lit skin, then the duration would be adjusted to match the total skin-area/time.

If one start with 1.85 m^2 body surface area, 40% of that is .72 m^2. If clothing covers 50% of a human and the human's shape and hair occludes half of that remaining, you have .46 m^2 available for sunlight. .72 m^2 * 20 is 14.4 m^2/min. divided by .46 m^2 it seems that 31.3 min would be the daily amount.

This seems much less than lume health's goal of 120 min. Otoh, given there is less opportunity for get to 14.4 m^2/min daily (I'm looking outside at a nice rainstorm), maybe the 120 min has some catchup factor?

nonameiguess•7mo ago
Where is the data here? That article simply declares that there is a global epidemic of vitamin D deficiency and I followed the citation it gives to back that up, which is this: https://www.sciencedirect.com/science/article/pii/S000291652.... Except this citation is also not a study. It's an opinion piece that just declares people are vitamin D deficient without doing any measurements of how much vitamin D anyway has circulating in their blood. It appears to be a narrative review, not a study.

I'm not saying the claim is for sure wrong, but at some point, to make this claim, someone has to have actually measured vitamin D levels in some broadly representative sample of humans and you could post that instead of whatever came up first in Google Scholar when search for "vitamin D deficiency."

agensaequivocum•7mo ago
This paper has a chart (figure 2) of the disease incidence prevention by serum vitamin D levels above the baseline of 25 ng/ml.

https://www.researchgate.net/publication/276034276_Vitamin_D...

aradox66•7mo ago
I think this mostly has been debunked in the last 15 years, except in the unscientific health influencer space

https://pubmed.ncbi.nlm.nih.gov/39017376/

agensaequivocum•7mo ago
Really the conclusion of that paper, that people are not vitamin D deficient, ought to be that people are sunlight deficient. This is why studies that involve supplementation of vitamin D frequently show no effect. Vitamin D is only one of many many ways in which light affects biology.

The paragraph near the end about babies needing fortified milk because breast milk is insufficient in vitamin D is laughable. It seems pretty obvious that babies are one of the most, if not the most, sunlight deficient demographics.

wonger_•7mo ago
"In the Fall of 2023, Apple introduced a new metric called “Time in Daylight” as part of watchOS 10 with Apple Watch Series SE (second generation) and Apple Watch Series 6 or later. This metric uses the ambient light sensor in Apple Watch and an associated algorithm to estimate how much time is spent in daylight and maximum intensity (lux) in 5-minute increments."

https://appleheartandmovementstudy.bwh.harvard.edu/summer-da...

Couldn't find any direct source from Apple tho

justmarc•7mo ago
Nice! An Android version would also be appreciated :)
vickipow•7mo ago
Working on it! Thanks for the feedback.
justmarc•7mo ago
Consider flutter, it may make your life a lot easier if you want to further develop this into something more substantial.
vickipow•7mo ago
Thanks! Will do
coolandsmartrr•7mo ago
Looks cool!

A couple questions:

(1) Are you supposed to join the waitlist to use this ("Get Early Access"), or can you just start using via TestFlight ("Download Today")? I see two different links on this page.

(2) How does this app measure the amount of light received by the Apple Watch? Does the Watch have such sensors and expose such APIs?

vickipow•7mo ago
Thanks (1) You can join the waitlist for our hormone tracking device, the app is available for download today on TestFlight. Eventually the app will be used to show you the connection to your hormone balance (like cortisol etc.) and your light exposure. They are very tightly linked! (2) there is a light sensor in the display of the Apple Watch that automatically tracks it. It works ~80% of the time, but struggles if you have a big jacket
dylan604•7mo ago
Most people have their phone in a pocket or purse or similar while outdoors. Wouldn't this require the phone to be out and exposed to light in order to work correctly? So not only are you trying to get people to change habits of getting outside, you're also requiring they change habits with the devices as well. Good luck with that, and I mean that with more sincerity than snark but not no snark.
vickipow•7mo ago
The light sensor is in the Apple Watch display (behind the screen) it's what it uses to adjust the screen brightness. So if it's exposed to the sun it will count it automatically
achillesheels•7mo ago
Pretty cool! I’m working in this space right now with architects and building owners. The science has advanced unto a certain knowing of melatonin secretion getting in the way of mental alertness under poor artificial illumination.

Hit me up if you’re interested in learning more or how I can move your office space towards a renovation on the build owners dime: joseph@ledcompliant.con

vickipow•7mo ago
Thanks! Reaching out.
metalman•7mo ago
ummmmmm, if you dont have some kind of tan lines, you are not getting enough sunlight the app is pre loaded at birth .......though,I get it, as there is a significant demographic who will only trust there (beloved) device, and will benifit from the prompt, perhaps, perhaps not, as there is no possible way to break out all of the inumerable ways that human phisiology has adapted to ambient conditions on our planet, into seperate apps, so.....
tolerance•7mo ago
I'm with metalman on this.
vickipow•7mo ago
I get what you're saying.

The product we're working on in the background is a wearable hormone monitor that actually shows you at the molecular level how much sunlight impacts your hormones - we've found this to be the most powerful lever for behavior change. But in the meantime, we have been using the saying "you can't improve what you can't measure" to help people get more sunlight.

shellwizard•7mo ago
Why everything these days it's an app /rant
asdf6969•7mo ago
Hormone optimization is just the newest way of calling someone the f slur since it’s not cool anymore.. f slur, soy, cuck, incel, now I also have to worry about how much sun I get if I want to avoid bullying. Give me a break