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Hacking up your own shell completion (2020)

https://www.feltrac.co/environment/2020/01/18/build-your-own-shell-completion.html
1•todsacerdoti•1m ago•0 comments

Show HN: Gorse 0.5 – Open-source recommender system with visual workflow editor

https://github.com/gorse-io/gorse
1•zhenghaoz•2m ago•0 comments

GLM-OCR: Accurate × Fast × Comprehensive

https://github.com/zai-org/GLM-OCR
1•ms7892•3m ago•0 comments

Local Agent Bench: Test 11 small LLMs on tool-calling judgment, on CPU, no GPU

https://github.com/MikeVeerman/tool-calling-benchmark
1•MikeVeerman•4m ago•0 comments

Show HN: AboutMyProject – A public log for developer proof-of-work

https://aboutmyproject.com/
1•Raiplus•4m ago•0 comments

Expertise, AI and Work of Future [video]

https://www.youtube.com/watch?v=wsxWl9iT1XU
1•indiantinker•4m ago•0 comments

So Long to Cheap Books You Could Fit in Your Pocket

https://www.nytimes.com/2026/02/06/books/mass-market-paperback-books.html
1•pseudolus•5m ago•1 comments

PID Controller

https://en.wikipedia.org/wiki/Proportional%E2%80%93integral%E2%80%93derivative_controller
1•tosh•9m ago•0 comments

SpaceX Rocket Generates 100GW of Power, or 20% of US Electricity

https://twitter.com/AlecStapp/status/2019932764515234159
1•bkls•9m ago•0 comments

Kubernetes MCP Server

https://github.com/yindia/rootcause
1•yindia•10m ago•0 comments

I Built a Movie Recommendation Agent to Solve Movie Nights with My Wife

https://rokn.io/posts/building-movie-recommendation-agent
3•roknovosel•10m ago•0 comments

What were the first animals? The fierce sponge–jelly battle that just won't end

https://www.nature.com/articles/d41586-026-00238-z
2•beardyw•19m ago•0 comments

Sidestepping Evaluation Awareness and Anticipating Misalignment

https://alignment.openai.com/prod-evals/
1•taubek•19m ago•0 comments

OldMapsOnline

https://www.oldmapsonline.org/en
1•surprisetalk•21m ago•0 comments

What It's Like to Be a Worm

https://www.asimov.press/p/sentience
2•surprisetalk•21m ago•0 comments

Don't go to physics grad school and other cautionary tales

https://scottlocklin.wordpress.com/2025/12/19/dont-go-to-physics-grad-school-and-other-cautionary...
1•surprisetalk•21m ago•0 comments

Lawyer sets new standard for abuse of AI; judge tosses case

https://arstechnica.com/tech-policy/2026/02/randomly-quoting-ray-bradbury-did-not-save-lawyer-fro...
2•pseudolus•22m ago•0 comments

AI anxiety batters software execs, costing them combined $62B: report

https://nypost.com/2026/02/04/business/ai-anxiety-batters-software-execs-costing-them-62b-report/
1•1vuio0pswjnm7•22m ago•0 comments

Bogus Pipeline

https://en.wikipedia.org/wiki/Bogus_pipeline
1•doener•23m ago•0 comments

Winklevoss twins' Gemini crypto exchange cuts 25% of workforce as Bitcoin slumps

https://nypost.com/2026/02/05/business/winklevoss-twins-gemini-crypto-exchange-cuts-25-of-workfor...
2•1vuio0pswjnm7•24m ago•0 comments

How AI Is Reshaping Human Reasoning and the Rise of Cognitive Surrender

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6097646
3•obscurette•24m ago•0 comments

Cycling in France

https://www.sheldonbrown.com/org/france-sheldon.html
2•jackhalford•25m ago•0 comments

Ask HN: What breaks in cross-border healthcare coordination?

1•abhay1633•26m ago•0 comments

Show HN: Simple – a bytecode VM and language stack I built with AI

https://github.com/JJLDonley/Simple
2•tangjiehao•28m ago•0 comments

Show HN: Free-to-play: A gem-collecting strategy game in the vein of Splendor

https://caratria.com/
1•jonrosner•29m ago•1 comments

My Eighth Year as a Bootstrapped Founde

https://mtlynch.io/bootstrapped-founder-year-8/
1•mtlynch•30m ago•0 comments

Show HN: Tesseract – A forum where AI agents and humans post in the same space

https://tesseract-thread.vercel.app/
1•agliolioyyami•30m ago•0 comments

Show HN: Vibe Colors – Instantly visualize color palettes on UI layouts

https://vibecolors.life/
2•tusharnaik•31m ago•0 comments

OpenAI is Broke ... and so is everyone else [video][10M]

https://www.youtube.com/watch?v=Y3N9qlPZBc0
2•Bender•31m ago•0 comments

We interfaced single-threaded C++ with multi-threaded Rust

https://antithesis.com/blog/2026/rust_cpp/
1•lukastyrychtr•33m ago•0 comments
Open in hackernews

Cellular Starlink expands to support IoT devices

https://me.pcmag.com/en/networking/31452/spacexs-cellular-starlink-expands-to-support-iot-devices
88•teleforce•6mo ago

Comments

mvid•6mo ago
So you won’t even be able to isolate devices to your home network anymore, they will be phoning home by satellite
cma•6mo ago
If anyone walks past your house with a device in the same bluetooth p2p network as your device this is already true (Amazon sidewalk). This could give them a more uninterrupted connection though.
rightbyte•6mo ago
I think these e.g. Verizon guest wifi:s might be used to try to spy on us too.
Spooky23•6mo ago
Regular companies are gonna need SCIFs.
CamperBob2•6mo ago
Never mind corporations, your next 'smart TV' will need a SCIF.
RandomBacon•6mo ago
My custom home, if I ever build one myself, is going to be a faraday cage.
fc417fc802•6mo ago
Arguably all your IoT devices already do. There were multiple startups advertising "routing at the edge" or some other such bullshit maybe ~5 years ago. I have no idea what happened with those ventures but these days multiple ISPs offer the general public roaming WiFi access via the APs of their customers so I think it's safe to say that ship has long since sailed.

Come to think of it how cheap are LoRaWAN radios these days? That's another option.

wkat4242•6mo ago
It won't work very well indoors anyway. If at all.

Amazon sidewalk is a much bigger threat in this regard. I'm really glad we don't have this in Europe.

hypeatei•6mo ago
I'm sure this costs money to use, just like regular cell service would for the same theoretical IoT device. That's probably the main barrier to having its own network.
pixl97•6mo ago
I mean, if you're looking to spy on or attack someone with wealth it's probably well worth it for some organizations.
fc417fc802•6mo ago
Phoning home with a few packets here and there via the cell network is quite cheap. An adversary, pardon I mean OEM, doesn't need to upload 4k video to gain value here.
LeoPanthera•6mo ago
I'm pretty sure it doesn't work indoors.
eddythompson80•6mo ago
That's already possible, it's just expensive. Remember when the kindles[1] used to have the option for built-in 2G/3G connectivity "for life" to download books from Amazon that you never had to sign up for or maintain or pay for. Until networks dropped support for 2G and 3G in 2021.

[1] https://www.amazon.com/gp/help/customer/display.html?nodeId=...

birdman3131•6mo ago
So that started out as unlimited. After people abused it to tether it got dropped to like 50mb of non amazon traffic a month.
Gigachad•6mo ago
For small amounts of data transmit only you can do LoRawan with The Things Network for free.
edoceo•6mo ago
Network map:

https://ttnmapper.org/heatmap/

paradox460•6mo ago
I've explicitly bought all my Kindles with that feature. Amazon cheaped out a few years ago and it barely works on my 3rd Gen Oasis, which uses LTE
_Algernon_•6mo ago
Future homes will have built in Faraday cages.
contingencies•6mo ago
Awesome insight.
toast0•6mo ago
If you've got stucco siding and radiant insulation in your attic, you've got the home of the future.
wkat4242•6mo ago
Stucco is not conductive? So it wouldn't work as a signal blocker
toast0•6mo ago
Stucco itself is not conductive, but it's usually applied on a base of metal mesh (similar to chicken wire, but apparently actual chicken wire isn't appropriate). Some projects use fiberglass mesh as the lath, and some may use traditional wood lath, but my understanding is the majority of stucco for house construction uses metal wire mesh for the lath.
wkat4242•6mo ago
Ah cool I had no idea thanks!

Ps in order to be an effective Faraday cage it must also be grounded and no gaps in the metal may be larger than the wavelength that needs to be blocked. Which is only a couple centimetres (or around an inch or so) for the highest ones

toast0•6mo ago
Stucco mesh needs to have no gaps for its structural needs, it's commonly overlapped by 3-6 inches. And, depending on the surface, the mesh may embed into the ground, offering a ground connection (if poor)...

The mesh does have many openings, but they are around the size you mention, so it should be ok-ish.

Otoh, there's like doors and windows. I believe a partial faraday cage still significantly reduces signal strength though. It'a difficult to use cell networks in my parents' stucco house, but step outside and it's fine. But stucco is also very similar to concrete, so that could be it, too.

MisterBiggs•6mo ago
I think more worrying is devices mesh networking with devices owned by your neighbors.
wkat4242•6mo ago
Exactly, like Amazon sidewalk. They market it as an easy configuration feature but it can also be used for tracking and telemetry. So your smart TV can call home even when you don't connect your own WiFi.
fh67•6mo ago
It it actually using starlink or the old swarm.space system that supported 'off the shelf' antenna
KaiserPro•6mo ago
Good question, I imagine its using m2m 4g if its "off the shelf"
wkat4242•6mo ago
Swarm used pretty big antennas (due to a much lower wavelength) on the ground segment. It was pretty impractical. And that frequency, starlink sats are not capable of it.

Swarm's network was very incomplete, there were hours of no coverage at all. I think that they just bought it to remove a potential competitor.

cozzyd•6mo ago
Yeah but one rug pull, shame on you...
inemesitaffia•6mo ago
Rug pull? Guess who designed this direct to cell sats?

The founder of SWARM.

cozzyd•6mo ago
Yes but presumably people designed things to work with swarm. I almost did...
sharpshadow•6mo ago
More scrap parts for Russian drones.
fc417fc802•6mo ago
Does this type of satellite link provide the operator with the ability to derive fine grained location data the way the terrestrial cell network does? If not, would using such a network provide a significant increase in end user privacy?
lupusreal•6mo ago
Starlink by the nature of how it works, knows exactly where receivers are. Perhaps even more accurately than GPS.
fc417fc802•6mo ago
Would you care to elaborate? I thought GPS required diffing extremely high resolution clock signals. Meanwhile 5G has beam steering.
DecentShoes•6mo ago
Are you sure? I know the dish needs to know where the satellite is, but that doesn't mean the satellite needs to know where the dish is...
lupusreal•6mo ago
The satellites do beam forming to target the dishes. For this, the dishes communicate their location, calculated from the satellite signals in essentially the same manner as GPS, to the satellites.
DecentShoes•6mo ago
Fair enough.
stavros•6mo ago
Are you sure the dishes don't just have GPS on them? I have no idea either way, it just sounds like a GPS receiver would be simpler.
amluto•6mo ago
A good GPS receiver is quite complex. But it happens to be a commodity that has been well-optimized over the years.
bri3d•6mo ago
The user terminals use both; there’s a switch to enable the user terminal to ignore GPS if it’s inaccurate (for example in conflict areas where it is often spoofed or denied).
wmf•6mo ago
I don't think that's how it works. The beams appear to be fixed and thus they wouldn't need to know terminal locations.
bri3d•6mo ago
They definitely appear to use beamforming internally. It appears that the satellite uses knowledge of receiver location (or at least receiver density) to select beamforming codebooks.

It's less likely they use this in their mobile coverage, but for their own terminals this is absolutely a thing.

https://people.engineering.osu.edu/media/document/2022-10-12...

jcims•6mo ago
They definitely do beamforming, but it's for tracking the stationary service cells as they pass overhead. You can see them represented in the illustrations in that paper.
tonyarkles•6mo ago
Riffing a little bit after skimming this paper that was published a few years ago: https://radionavlab.ae.utexas.edu/wp-content/uploads/starlin.... Apologies for the acronyms, I'm going to do my best to remember to define them.

The SVs (space segment/satellites) in LEO (low-earth orbit) are going to be moving across the sky quite quickly relative to each GT (ground terminal). This is going to be inducing a pretty significant Doppler shift on the signals. Most of the linked paper is focusing on doing ground-based positioning, using the Starlink constellation as a GNSS-type source and talks specifically about how the Doppler shift at the ground is significant enough that not only does the carrier frequency need to track the Doppler shift but also that the baseband signal will be compressed/dilated.

For the SV, though, the same effect is going to happen. The GT is going to be transmitting back to the SV and the SV's going to need to do Doppler compensation in order to successfully decode the OFDM (orthogonal frequency-division multiplexing) signals from the GT. Throughout a pass, each GT is going to have a different Doppler signature based on its position on the ground relative to the SV. The SVs also need to know their positions in orbit with a high degree of accuracy, especially if they've turned on the SV-to-SV laser-based communication (not sure on that). By taking the SV's known trajectory and the per-GT Doppler measurements and making a couple of assumptions (e.g. GTs are stationary), I'm 99% sure you could solve a maximum-likelihood position for each of the GTs. I think you could do it with a single SV but if you have multiple SVs collaborating on it I suspect you could get a quite accurate solution very quickly.

Edit: one other thought I had while writing that up. If they designed the constellation to work this way, I also think it would be possible for the GTs to pre-compensate for the Doppler shift before transmitting, but I don't think I've ever heard of anyone actually doing that. The tradeoff there is GT transmit complexity vs SV receive complexity. I would love if someone pointed out an example of a system that actually does this, but I've only ever worked with systems that just use something like a PLL/Costas loop to track the Doppler shift without needing to estimate it directly. If they did do pre-correction it would definitely make it harder for the SVs to estimate the GT positions. It would make the GTs significantly more complex though and I would seriously doubt that Starlink would go through that effort to make the GTs more expensive and eliminate the ability to identify where they are on the ground.

fc417fc802•6mo ago
I don't think pre-compensation would help here. There's multiple SVs in range at any given time so it's just correlating a shifting frequency signal instead of a fixed signal. Provided sufficient difference in the skew between SVs that should be quite trivial.

Anyway thanks. That definitely answers my question. If anything I'd expect GT location data to be more accurate than the terrestrial cell network, at least if the operator bothers to derive it.

tonyarkles•6mo ago
Yeah I guess I was making the assumption that a GT was only talking to a single SV at a time. With multiple SVs involved the pre-compensation idea wouldn't help.
wkat4242•6mo ago
They're not fixed, the sats move around the whole earth in around an hour or two so what the beams 'see' changes constantly.
victorbjorklund•6mo ago
Yes, remember Elon Musk was able to cut off Ukrainain military at the exact movement they crossed into Crimea in Ukraine because he knew exactly where the drones were.
ianburrell•6mo ago
This isn't regular Starlink, it is Direct-to-Cell. Direct-to-Cell uses regular LTE/5G. There is no way for the phone to tell the satellite where it is.

Direct-to-Cell probably can't resolve smaller than the cell. I found mixed results if they use the 25 mi cells or if they use the whole dish, hundreds of miles.

oatmeal_croc•6mo ago
The starlink terminal literally has GPS - so Starlink already knows the location - whether it needs to get more accurate coordinates using beamforming is a question.
wmf•6mo ago
I assume no. Regular Starlink beams are 15 miles wide. I don't know if DTC uses the same size or wider beams.
wkat4242•6mo ago
Yes but its not just about the beam. Signal timing can be used for more precise location. Even with one sat receiving the signal. Because they move so fast, much faster than the user could possibly move. So it basically could triangulate with itself as the other receivers. And there's also Doppler like the other poster mentioned.

I don't know if they actually do this, I guess not. And it would not be simple to do. But I'm sure it can be done. There's enough information available.

testing22321•6mo ago
Elon said they could use the sats to make a GPS like service in the future, it’s just not a priority right now.
inemesitaffia•6mo ago
It's already done for the regular receivers.

But this is a different service.

WhereIsTheTruth•6mo ago
Starlink is a DoD front, so.. privacy? lol
bigyabai•6mo ago
So is Tor and Ghidra, if we're being pedantic. And both of those are very private.
WhereIsTheTruth•6mo ago
NSA owns the majority of Tor nodes, it's not very private
bigyabai•6mo ago
The NSA owns all of Ghidra and it's network-silent with better features than IDA Pro. What is your point here?

I don't deny that American tech is almost ubiquitously monitored by the NSA. It's just that Starlink isn't particularly special, your iPhone and your car are both likely "DOD fronts" too, if you define it so flippantly.

phendrenad2•6mo ago
They say when smoke signals were invented, someone in the comment section asked about privacy concerns.
contingencies•6mo ago
monitor beehives in remote areas

The European honey bee is not a native species in New Zealand or Australia. Well meaning naive people think hosting bees is a great idea. The reality is it robs the native insect population of a food source.

nosignono•6mo ago
It's more complex than that. That's like saying planting a garden robs the local ecosystem. Maybe! Maybe not!

Native pollinators have different life cycles and different plants they evolved to get food from. Honeybees, likewise, will only visit some flowering plants. That may increase competition for scarce resources, or it may not.

You are correct that honeybees are non-native, and that honeybees do draw a few lbs of nectar and pollen every day from the environment (up to a 3 mile radius from their hive), but it's unclear how much of that nectar and pollen is surplus from the plants or removed such that local bees experience pressure.

contingencies•6mo ago
Planting a garden does rob the local ecosystem. Even purely native gardens lack the diversity, in particular mycodiversity, of undisturbed areas. While long term native planting can move an area back toward endemic biodiversity, it is rarely or never achieved (I'm not aware of any well-cited claims to the contrary).

It is similarly naive to view the introduction of a species through the lens of pollen quantity being 'surplus' or 'enough'. The presence of rival pollinators affects native insects whether or not there is a shortage of food - for example by discouraging presence, by occupying nesting sites, by altering endemic predation webs, and similar.

nosignono•6mo ago
Weird. I tore up my lawn and replaced with wildflowers, native perennials, deep mulch from local leaf litter, and a small vegetable plot. I don't think I robbed the local ecosystem in the slightest. In fact, I'm fairly confident I did the opposite. But you seem convinced it's axiomatic that planting a garden robs the local ecosystem...
namibj•6mo ago
The comparison is to basically plowing or burning the lawn and then not touching it besides cutting back the paths through it, for decades.
contingencies•6mo ago
I believe the source of your confusion is that 'lawn' is not an undisturbed area.
everfrustrated•6mo ago
The article isn't very clear but this seems to be standard fixed IoT device using a mobile SIM card is able to communicate via Starlink's mobile support.

Not sure why this is news. Starlink is known to be rolling out mobile support to certain regions. Due to spectrum licencing this is working with local telcos not a Starlink retailed service.

btown•6mo ago
IoT makes a lot of sense for a satellite-based network. If some amount of recorded data can be buffered on device, it can be enqueued to upload during a period of non-peak traffic, essentially using "spot bandwidth," and benefit from Starlink's extensive coverage at a much lower cost than consumer on-demand applications. Indeed, the satellite could instruct transmitters on their allocated time-slices far ahead of time, reducing round-trips and negotiation.

Now, maybe all of this is already such a trivial amount of bandwidth that it's barely a rounding error to save it - but the possibilities it opens up for telemetry in remote regions are fascinating.

cjrp•6mo ago
Isn't power consumption an issue though?
thatoneguy•6mo ago
It doesn't take a lot of juice to send signals straight up. Iridium has been using transceivers to do similar IoT things for decades and my old Inmarsat satphone used a fraction of a watt to get my voice up to geosynchronous orbit just so someone standing next to me on an outdoor landing could hear a message from space.
rtkwe•6mo ago
The Inmasrsats are also way bigger satellites with correspondingly large antennas and ability to sniff out the weak signals from handsets. Starlink base stations use a lot more power and idle around 15w and go up to 20-50+ while transmitting from what I can find depending on the model. A good portion of that likely comes from things like the heater (is it smart and only powers on when it's cold?) and wifi router too but it's still a lot more than older satellite phone setups.

https://www.ecoflow.com/au/blog/how-much-power-does-starlink...

Brajeshwar•6mo ago
There is no mention of Swarm. I think, part of this is what came from the acquisition of Swarm Technologies. Swarm manufactures and operates ultra-small satellites for IoT devices.

- https://starlinkinsider.com/starlink-iot/

droneship•6mo ago
Starlink's official website [1] says its IoT offering uses LTE Cat 1(-bis) and Cat 4, so Swarm appears to be gone for good.

[1] https://www.starlink.com/business/direct-to-cell ("Empowering Mobile and IoT Connectivity" section)

inemesitaffia•6mo ago
Swarm isn't gone.

Swarm has transformed to Starlink DTC.

The satellite designer is the same person.

I believe the old spectrum is used for TT&C/PNT

tamimio•6mo ago
I don’t see anything technical worthy in here, it feels like a promotional article, can we see some architecture, diagrams, components, some interesting stuff?