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I squeezed a BERT sentiment analyzer into 1GB RAM on a $5 VPS

https://mohammedeabdelaziz.github.io/articles/trendscope-market-scanner
1•mohammede•57s ago•0 comments

Kagi Translate

https://translate.kagi.com
1•microflash•1m ago•0 comments

Building Interactive C/C++ workflows in Jupyter through Clang-REPL [video]

https://fosdem.org/2026/schedule/event/QX3RPH-building_interactive_cc_workflows_in_jupyter_throug...
1•stabbles•2m ago•0 comments

Tactical tornado is the new default

https://olano.dev/blog/tactical-tornado/
1•facundo_olano•4m ago•0 comments

Full-Circle Test-Driven Firmware Development with OpenClaw

https://blog.adafruit.com/2026/02/07/full-circle-test-driven-firmware-development-with-openclaw/
1•ptorrone•4m ago•0 comments

Automating Myself Out of My Job – Part 2

https://blog.dsa.club/automation-series/automating-myself-out-of-my-job-part-2/
1•funnyfoobar•4m ago•0 comments

Google staff call for firm to cut ties with ICE

https://www.bbc.com/news/articles/cvgjg98vmzjo
6•tartoran•5m ago•0 comments

Dependency Resolution Methods

https://nesbitt.io/2026/02/06/dependency-resolution-methods.html
1•zdw•5m ago•0 comments

Crypto firm apologises for sending Bitcoin users $40B by mistake

https://www.msn.com/en-ie/money/other/crypto-firm-apologises-for-sending-bitcoin-users-40-billion...
1•Someone•6m ago•0 comments

Show HN: iPlotCSV: CSV Data, Visualized Beautifully for Free

https://www.iplotcsv.com/demo
1•maxmoq•7m ago•0 comments

There's no such thing as "tech" (Ten years later)

https://www.anildash.com/2026/02/06/no-such-thing-as-tech/
1•headalgorithm•7m ago•0 comments

List of unproven and disproven cancer treatments

https://en.wikipedia.org/wiki/List_of_unproven_and_disproven_cancer_treatments
1•brightbeige•8m ago•0 comments

Me/CFS: The blind spot in proactive medicine (Open Letter)

https://github.com/debugmeplease/debug-ME
1•debugmeplease•8m ago•1 comments

Ask HN: What are the word games do you play everyday?

1•gogo61•11m ago•1 comments

Show HN: Paper Arena – A social trading feed where only AI agents can post

https://paperinvest.io/arena
1•andrenorman•12m ago•0 comments

TOSTracker – The AI Training Asymmetry

https://tostracker.app/analysis/ai-training
1•tldrthelaw•16m ago•0 comments

The Devil Inside GitHub

https://blog.melashri.net/micro/github-devil/
2•elashri•17m ago•0 comments

Show HN: Distill – Migrate LLM agents from expensive to cheap models

https://github.com/ricardomoratomateos/distill
1•ricardomorato•17m ago•0 comments

Show HN: Sigma Runtime – Maintaining 100% Fact Integrity over 120 LLM Cycles

https://github.com/sigmastratum/documentation/tree/main/sigma-runtime/SR-053
1•teugent•17m ago•0 comments

Make a local open-source AI chatbot with access to Fedora documentation

https://fedoramagazine.org/how-to-make-a-local-open-source-ai-chatbot-who-has-access-to-fedora-do...
1•jadedtuna•18m ago•0 comments

Introduce the Vouch/Denouncement Contribution Model by Mitchellh

https://github.com/ghostty-org/ghostty/pull/10559
1•samtrack2019•19m ago•0 comments

Software Factories and the Agentic Moment

https://factory.strongdm.ai/
1•mellosouls•19m ago•1 comments

The Neuroscience Behind Nutrition for Developers and Founders

https://comuniq.xyz/post?t=797
1•01-_-•19m ago•0 comments

Bang bang he murdered math {the musical } (2024)

https://taylor.town/bang-bang
1•surprisetalk•19m ago•0 comments

A Night Without the Nerds – Claude Opus 4.6, Field-Tested

https://konfuzio.com/en/a-night-without-the-nerds-claude-opus-4-6-in-the-field-test/
1•konfuzio•22m ago•0 comments

Could ionospheric disturbances influence earthquakes?

https://www.kyoto-u.ac.jp/en/research-news/2026-02-06-0
2•geox•23m ago•1 comments

SpaceX's next astronaut launch for NASA is officially on for Feb. 11 as FAA clea

https://www.space.com/space-exploration/launches-spacecraft/spacexs-next-astronaut-launch-for-nas...
1•bookmtn•24m ago•0 comments

Show HN: One-click AI employee with its own cloud desktop

https://cloudbot-ai.com
2•fainir•27m ago•0 comments

Show HN: Poddley – Search podcasts by who's speaking

https://poddley.com
1•onesandofgrain•28m ago•0 comments

Same Surface, Different Weight

https://www.robpanico.com/articles/display/?entry_short=same-surface-different-weight
1•retrocog•30m ago•0 comments
Open in hackernews

Show HN: A subtly obvious e-paper room air monitor

https://www.nicolin-dora.ch/blog/en-epaper-room-air-monitor-part-1/
65•nomarv•2mo ago
In the cold season we tend to keep the windows closed. The air gets "stale": humidity often rises above 60 %, which can harm our wellbeing and promote mould. At the same time the CO₂ level in the air increases, which impacts our ability to concentrate.

So I built a room air monitor that stays unobtrusive as long as everything is in the green zone, but becomes deliberately noticeable once thresholds are exceeded. For my personal love of statistics I also visualise the measurements in a clear dashboard.

Comments

zucked•2mo ago
Cool project. I've done something similar using defunct crypto Awair AQI sensors tied into Home Assistant. They have an LED panel in the front that can show overall AQI or any of the pollutants they track: https://www.getawair.com/products/element

The sky is the limit as to what you can do with Home Assistant automations.

It's surprising how quickly a room with a closed door and one person can go from ~ambient CO2 levels to 1000ppm+.

broabprobe•2mo ago
were you able to repurpose your Awair device? Mine has sat bricked since they discontinued supporting it. I'd love to use it for anything if you're able to point to any docs on how to make it useful again?
rifty•2mo ago
> It's surprising how quickly a room with a closed door and one person can go from ~ambient CO2 levels to 1000ppm+.

Yeah, having seen myself how quickly it happens i've recently been thinking of finding automatic window openers that would respond to CO2 levels reported from either my aranet or on its own.

buckle8017•2mo ago
Maybe just get a heat recovery ventilator.
rifty•2mo ago
There is actually one in the house, but I'm not in a situation where I can install one in a specific room or upgrade the in/out flow in that room.
buckle8017•2mo ago
Are you running the HVAC fan to circulate air?
ozim•2mo ago
I was looking for cheap co2 sensors that can be deployed on RPi but I guess they all feel expensive.
Animats•2mo ago
There are lots of commercial gadgets like that.

Most of the affordable CO2 meters are relative, not absolute. They set their 400 PPM level based on the lowest value they ever see. That's usually OK, but it's not good enough for places with permanent people occupancy, such as nursing homes. Absolute detectors with NIST calibration are available but around US$500.[1]

[1] https://www.forensicsdetectors.com/products/carbon-dioxide-d...

stavros•2mo ago
Wouldn't this work fine if you ever opened a window or briefly took the sensor outside?
M95D•2mo ago
I belive the calibration is lost when power cycled. It may also drift a lot over time.
stavros•2mo ago
Ahh I see, thanks.
buckle8017•2mo ago
You gonna take your CO2 sensor for a weekly walk?
nomarv•2mo ago
For my use case — simply getting some statistics about the air quality in our shared flat, improving concentration, and having a reminder to ventilate — the accuracy of the SCD40 is sufficient. It also has a self-calibration feature, which works as long as it is exposed to atmospheric CO₂ levels at least once a week. See the detailed specifications here: https://m5stack.oss-cn-shenzhen.aliyuncs.com/resource/docs/d...
buckle8017•2mo ago
> as long as it is exposed to atmospheric CO₂ levels at least once a week

That's much less likely than most people would think.

A modern building without active ventilation and windows closed is absolutely not going to see atmospheric CO2 levels.

I measured this once and found it took almost a full week of no human occupancy for such a building to be equal to outside.

sbierwagen•2mo ago
I built a meter around a SCD30 six years ago. The self-calibration routine was not very good, for two reasons.

1) It had an unrealistically low default level, something like 380 ppm. The atmospheric concentration keeps going up! The linked pdf says "The automatic selfcalibration algorithm assumes that the sensor is exposed to the atmospheric CO2 concentration of 400 ppm at least once per week." Atmospheric CO2 definitely is not 400 ppm anymore.

2) As far as I could tell it made no effort to choose a local minima. In a regularly ventilated space, if it decided to "calibrate" when a door was closed, it could abruptly declare 600 ppm to be 380. I just hard coded an offset value and disabled ASC.

dafelst•2mo ago
Germans sure love their Lüften
quadrium•2mo ago
You should find a friend's garage, shop or hackerspace with a brake, and metal cutting tools.

I have a similar monitor for equipment metrics, and the cardboard design is similar to the stand I made out of metal. I powder coated the metal light beige and it looks professional.

nomarv•2mo ago
That sounds like a great-looking stand. Maybe you could send me a picture by email, you can find my address on my website. I’d love some inspiration. I also thought about 3D-printing a stand; I just need someone with experience in 3D design to create (or help me create) one, and someone who can print it.
loloquwowndueo•2mo ago
> The air gets "stale": humidity often rises above 60 %,

Fun - I have the opposite problem, humidity goes down to almost nothing and we have to use humidifiers to keep it around 40% to avoid horrible nose/throat/skin dryness.

Forced air hvac is probably why.

tehjoker•2mo ago
This is cool! How does it compare to e.g. an Aranet4? I got one to detect when there is a high risk of COVID-19 aerosols lingering and generally carry it in my bag. That way I can check the reading using my phone.
accrual•2mo ago
The Aranet4 is also interesting to carry on a flight, it logs the Co2, pressure, and temperature. I can see my arrival/departure on trips by looking for the pressure drops in the graphs.
nomarv•2mo ago
I can’t really compare it to the Aranet4 because I don’t own one. But from what I can see, it offers similar functionality. In terms of hardware, though, the Aranet4 is more expensive than my setup. Of course, I also had to do some programming, which should probably be factored into the overall “cost” as well.

The accuracy of the Aranet4 is likely a bit better, at least based on the specifications I found (Aranet4: https://www.galaxus.ch/Files/6/6/1/0/2/6/6/2/Aranet4_datashe... , SCD40: https://m5stack.oss-cn-shenzhen.aliyuncs.com/resource/docs/d... ).

With my setup, I can also check the readings using my phone — currently only when I’m at home, since I host the stats website locally — but that’s enough for my needs.

stronglikedan•2mo ago
> The air gets "stale": humidity often rises above 60 %

Wouldn't it be easier to just turn on the air conditioner?

nomarv•2mo ago
I live in Switzerland — we normally don’t have air conditioners. At least not yet...
electroly•2mo ago
I found that the e-ink display on my Aranet4 is, by itself, so distracting on screen updates that I had to move it out of my field of view. It's a full-screen flash. Before buying it, I thought e-ink was a good choice for these types of devices, but now I wish they had gone with a cheap segmented LCD. I wonder if you could actually use this to your advantage here, since you want it to be distracting, and you are in control of the refresh.
entropie•2mo ago
Slightly off-topic

Home Assistant has been running here for several years, and there are quite a few mammals in a relatively small space (humans and dogs). Air quality plays a significant role in well-being. I spent some time tinkering around to find good sensor solutions (I still use esp32 with bme280/dallas and mhz19 for other rooms), and after some back and forth, I purchased an Awair Element. At first glance, it seems quite expensive, but the sensors alone would cost me 1/3 of the price.

We love it. The little LED that indicates air quality, which I didn't even notice at first, is extremely helpful. The sensors are so accurate that I can see when someone has cooked something, when cleaning products have been used, or when we have a dog visiting. A simple API+web server (which I never needed), as the Home Assistant integration works great.

Great device.

hasbot•2mo ago
I lived in one house that initially had hot water baseboard heat. A hot-air furnace was retrofitted into a closet and got its "fresh air" from a hole in the closet door (i.e. there was no incoming air). During the winter the air would get extremely "stale." Bathroom smells would linger for hours. It was oppressive.
gaeb69•2mo ago
Nice blog