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The API Is a Dead End; Machines Need a Labor Economy

1•bot_uid_life•1m ago•0 comments

Digital Iris [video]

https://www.youtube.com/watch?v=Kg_2MAgS_pE
1•Jyaif•2m ago•0 comments

New wave of GLP-1 drugs is coming–and they're stronger than Wegovy and Zepbound

https://www.scientificamerican.com/article/new-glp-1-weight-loss-drugs-are-coming-and-theyre-stro...
3•randycupertino•3m ago•0 comments

Convert tempo (BPM) to millisecond durations for musical note subdivisions

https://brylie.music/apps/bpm-calculator/
1•brylie•6m ago•0 comments

Show HN: Tasty A.F.

https://tastyaf.recipes/about
1•adammfrank•6m ago•0 comments

The Contagious Taste of Cancer

https://www.historytoday.com/archive/history-matters/contagious-taste-cancer
1•Thevet•8m ago•0 comments

U.S. Jobs Disappear at Fastest January Pace Since Great Recession

https://www.forbes.com/sites/mikestunson/2026/02/05/us-jobs-disappear-at-fastest-january-pace-sin...
1•alephnerd•8m ago•0 comments

Bithumb mistakenly hands out $195M in Bitcoin to users in 'Random Box' giveaway

https://koreajoongangdaily.joins.com/news/2026-02-07/business/finance/Crypto-exchange-Bithumb-mis...
1•giuliomagnifico•8m ago•0 comments

Beyond Agentic Coding

https://haskellforall.com/2026/02/beyond-agentic-coding
3•todsacerdoti•10m ago•0 comments

OpenClaw ClawHub Broken Windows Theory – If basic sorting isn't working what is?

https://www.loom.com/embed/e26a750c0c754312b032e2290630853d
1•kaicianflone•11m ago•0 comments

OpenBSD Copyright Policy

https://www.openbsd.org/policy.html
1•Panino•12m ago•0 comments

OpenClaw Creator: Why 80% of Apps Will Disappear

https://www.youtube.com/watch?v=4uzGDAoNOZc
2•schwentkerr•16m ago•0 comments

What Happens When Technical Debt Vanishes?

https://ieeexplore.ieee.org/document/11316905
2•blenderob•17m ago•0 comments

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

https://vinvashishta.substack.com/p/ai-is-finally-eating-softwares-total
3•gmays•18m ago•0 comments

Computer Science from the Bottom Up

https://www.bottomupcs.com/
2•gurjeet•18m ago•0 comments

Show HN: A toy compiler I built in high school (runs in browser)

https://vire-lang.web.app
1•xeouz•20m ago•0 comments

You don't need Mac mini to run OpenClaw

https://runclaw.sh
1•rutagandasalim•21m ago•0 comments

Learning to Reason in 13 Parameters

https://arxiv.org/abs/2602.04118
2•nicholascarolan•23m ago•0 comments

Convergent Discovery of Critical Phenomena Mathematics Across Disciplines

https://arxiv.org/abs/2601.22389
1•energyscholar•23m ago•1 comments

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

1•alentred•23m 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
2•mooreds•24m 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•25m ago•0 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•25m ago•0 comments

Moltbook was peak AI theater

https://www.technologyreview.com/2026/02/06/1132448/moltbook-was-peak-ai-theater/
2•Brajeshwar•26m 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/
3•Brajeshwar•26m ago•0 comments

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

https://www.cosmicodometer.space/
2•captainnemo729•26m 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•26m ago•0 comments

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

https://iocombats.com/blogs/micro-frontends-in-2026
2•ghazikhan205•29m ago•1 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•29m ago•1 comments

The Wonder Drug That's Plaguing Sports

https://www.nytimes.com/2026/02/02/us/ostarine-olympics-doping.html
1•mooreds•29m ago•0 comments
Open in hackernews

I built my own CityMapper

https://asherfalcon.com/blog/posts/5
155•ashfn•3mo ago

Comments

aaronbrethorst•3mo ago
Before Citymapper existed, there was OneBusAway, a Ph.D. student project at the University of Washington.

It still exists and powers millions of transit rider trips every day all around the world in Seattle, Washington DC, New York City, Poznan Poland, Buenos Aires Argentina, Adelaide Australia, and who knows where else.

If you’re interested in hacking on something like Citymapper, or setting up an OBA server for your own city, you can find everything you need on our GitHub organization: https://github.com/OneBusAway

That includes docker images, an iOS app and a trip planner framework, android app, Sveltekit web app, and even a next generation OBA server written in Go.

As far as the data to power this, you can get GTFS for every US transit agency from https://mobilitydatabase.org/

(nb I’ve been involved in the OBA project since 2012)

aaronbrethorst•3mo ago
and if you want to get involved, join our Slack https://join.slack.com/t/onebusaway/shared_invite/zt-32w08cz... or just shoot me an email! aaron@onebusaway.org
Alive-in-2025•3mo ago
Thanks for your great work on one bus away. This is such a fantastic app for people riding the bus. It uses info from the bus system to tell you how far the bus is away from your stop. It deals pretty well with the messy dynamic reality that traffic can slowdown or speed up, or even a bus has to stop for some reason and so the next one will come.

Check it out if you are in one of their cities.

aaronbrethorst•3mo ago
Thanks!
milliams•3mo ago
Why are the table and the description of the RAPTOR algorithm in the article images rather than text?
denysvitali•3mo ago
During university, we've built OptiTravel (https://github.com/denysvitali/optitravel) to do something similar. We couldn't use Google Maps APIs (project requirement), so we wrote a custom routing algorithm based on A* and I've created a Rust server to host GTFS data (https://github.com/denysvitali/gtfs-server) à la Transitland (https://transit.land/).

Performance wasn't great since everything had to run locally and do network roundtrips, but it found routes in my hometown that Google Maps didn't show. Pretty cool discovering hidden connections in the transit network and being able to customize your own params (https://github.com/denysvitali/optitravel/blob/master/src/ma...)

danielhep•3mo ago
I am involved with the OpenTripPlanner project, which is a Java trip planning application that also uses the RAPTOR algorithm! It’s used in cities all over the world, with the biggest deployment being ENTUR’s in Norway, which covers the entire country. I believe all trip planning apps in Norway use this deployment.

It supports many features and has a very active developer community.

franga2000•3mo ago
OTP is such a wonderful project! It's my go-to example of open source in government and it's so much more than a trip planning engine. For the country-wide transit app I'm working on (ok, it's a small country, but still), we use it as the database as well. We convert everything into GTFS(-RT), throw it into OTP, then have a fairly thin API layer that queries it via GraphQL and returns JSON for our app [0].

I also have to say the code is far more elegant and readable than what I expected from a 15 year old Java project. I had to fix a bug once and I figured it would take me at least a few hours to get my bearings in a codebase that size, but I managed to wrap my head around the core routing logic and fix the bug in an hour or so. The A* implementation for non-transit routing is such a good example of "enterprise code" done right.

[0] a shitty diagram: https://gitlab.com/derp-si/ojpp-docs/-/wikis/oJPP-infra/diag...

mwagstaff•3mo ago
Very nice! I've also used the Rail Data Marketplace (terrible name) to build an app that uses the live departure board data (https://apps.apple.com/gb/app/traintrack-uk/id6504205950), and it's great the data is freely available.

Whilst HN is on the case, does anyone know of an API (inside Rail Data Marketplace or elsewhere) that acts as a journey planner for UK national rail, i.e. you can input source + destination stations and it will output journey options?

ashfn•3mo ago
It looks like TFL's journey planner API has the ability to do some of these national rail trips, only tested a few though
mwagstaff•3mo ago
Unfortunately, I believe it's limited to TfL stations only (e.g. Overground) rather than National Rail.

Oh, and I should have mentioned that I'm also aware of this, but it's not free so automatically outside of my app development budget. :/

https://www.nationalrail.co.uk/developers/online-journey-pla...

ashfn•3mo ago
I tried a route from a London tube station to Newcastle train station and it found one on the frontend for the tool so I think it may support national rail
idlemind•3mo ago
Check out api.tfl.gov.uk which should have everything you need for London in a more structured format.
ashfn•3mo ago
I used this exact API extensively for both buses and tubes :)
basisword•3mo ago
Citymapper et al are excellent. The big issue I find is that half the time TFL seems to completely ignore its own bus schedule (at least in my area). You rush for a bus and it leaves 2mins before schedule (and the next one also turns up early). I would rather longer waits and better predictability.
ashfn•3mo ago
Im thinking it might be better to revisit the project and analyse long term patterns in bus arrivals
hbakhsh•3mo ago
What would be the source of truth for verifying that the bus made it to the location on-time/late/early?
ashfn•3mo ago
Potentially using the live arrivals APIs and seeing when its right now, not 100% it would work but might be worth a shot
subscribed•3mo ago
In my previous town I had a bus so unreliable I'd rather walk 20 minutes in the sub zero temperatures - was supposed to run every ten minutes, but in reality there was no bus for an hour and then 5 in quick succession.
maelito•3mo ago
Surprised not to find Motis and Transitous cited in the article.
hollow-moe•3mo ago
Comaps is also working on it, using public GTFS data : https://codeberg.org/comaps/comaps/issues/299