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The chaos in the US is affecting open source software and its developers

https://www.osnews.com/story/144348/the-chaos-in-the-us-is-affecting-open-source-software-and-its...
1•sanqui•33s ago•0 comments

Trying to make an Automated Ecologist: A first pass through the Biotime dataset

https://chillphysicsenjoyer.substack.com/p/trying-to-make-an-automated-ecologist
1•crescit_eundo•2m ago•0 comments

Watch Ukraine's Minigun-Firing, Drone-Hunting Turboprop in Action

https://www.twz.com/air/watch-ukraines-minigun-firing-drone-hunting-turboprop-in-action
1•breve•3m ago•0 comments

Free Trial: AI Interviewer

https://ai-interviewer.nuvoice.ai/
1•sijain2•3m ago•0 comments

FDA Intends to Take Action Against Non-FDA-Approved GLP-1 Drugs

https://www.fda.gov/news-events/press-announcements/fda-intends-take-action-against-non-fda-appro...
2•randycupertino•4m ago•0 comments

Supernote e-ink devices for writing like paper

https://supernote.eu/choose-your-product/
1•janandonly•7m ago•0 comments

We are QA Engineers now

https://serce.me/posts/2026-02-05-we-are-qa-engineers-now
1•SerCe•7m ago•0 comments

Show HN: Measuring how AI agent teams improve issue resolution on SWE-Verified

https://arxiv.org/abs/2602.01465
2•NBenkovich•7m ago•0 comments

Adversarial Reasoning: Multiagent World Models for Closing the Simulation Gap

https://www.latent.space/p/adversarial-reasoning
1•swyx•8m ago•0 comments

Show HN: Poddley.com – Follow people, not podcasts

https://poddley.com/guests/ana-kasparian/episodes
1•onesandofgrain•16m ago•0 comments

Layoffs Surge 118% in January – The Highest Since 2009

https://www.cnbc.com/2026/02/05/layoff-and-hiring-announcements-hit-their-worst-january-levels-si...
7•karakoram•16m ago•0 comments

Papyrus 114: Homer's Iliad

https://p114.homemade.systems/
1•mwenge•16m ago•1 comments

DicePit – Real-time multiplayer Knucklebones in the browser

https://dicepit.pages.dev/
1•r1z4•16m ago•1 comments

Turn-Based Structural Triggers: Prompt-Free Backdoors in Multi-Turn LLMs

https://arxiv.org/abs/2601.14340
2•PaulHoule•18m ago•0 comments

Show HN: AI Agent Tool That Keeps You in the Loop

https://github.com/dshearer/misatay
2•dshearer•19m ago•0 comments

Why Every R Package Wrapping External Tools Needs a Sitrep() Function

https://drmowinckels.io/blog/2026/sitrep-functions/
1•todsacerdoti•19m ago•0 comments

Achieving Ultra-Fast AI Chat Widgets

https://www.cjroth.com/blog/2026-02-06-chat-widgets
1•thoughtfulchris•21m ago•0 comments

Show HN: Runtime Fence – Kill switch for AI agents

https://github.com/RunTimeAdmin/ai-agent-killswitch
1•ccie14019•24m ago•1 comments

Researchers surprised by the brain benefits of cannabis usage in adults over 40

https://nypost.com/2026/02/07/health/cannabis-may-benefit-aging-brains-study-finds/
1•SirLJ•25m ago•0 comments

Peter Thiel warns the Antichrist, apocalypse linked to the 'end of modernity'

https://fortune.com/2026/02/04/peter-thiel-antichrist-greta-thunberg-end-of-modernity-billionaires/
3•randycupertino•26m ago•2 comments

USS Preble Used Helios Laser to Zap Four Drones in Expanding Testing

https://www.twz.com/sea/uss-preble-used-helios-laser-to-zap-four-drones-in-expanding-testing
3•breve•31m ago•0 comments

Show HN: Animated beach scene, made with CSS

https://ahmed-machine.github.io/beach-scene/
1•ahmedoo•32m ago•0 comments

An update on unredacting select Epstein files – DBC12.pdf liberated

https://neosmart.net/blog/efta00400459-has-been-cracked-dbc12-pdf-liberated/
3•ks2048•32m ago•0 comments

Was going to share my work

1•hiddenarchitect•36m ago•0 comments

Pitchfork: A devilishly good process manager for developers

https://pitchfork.jdx.dev/
1•ahamez•36m ago•0 comments

You Are Here

https://brooker.co.za/blog/2026/02/07/you-are-here.html
3•mltvc•40m ago•1 comments

Why social apps need to become proactive, not reactive

https://www.heyflare.app/blog/from-reactive-to-proactive-how-ai-agents-will-reshape-social-apps
1•JoanMDuarte•41m ago•1 comments

How patient are AI scrapers, anyway? – Random Thoughts

https://lars.ingebrigtsen.no/2026/02/07/how-patient-are-ai-scrapers-anyway/
1•samtrack2019•41m ago•0 comments

Vouch: A contributor trust management system

https://github.com/mitchellh/vouch
3•SchwKatze•41m ago•0 comments

I built a terminal monitoring app and custom firmware for a clock with Claude

https://duggan.ie/posts/i-built-a-terminal-monitoring-app-and-custom-firmware-for-a-desktop-clock...
1•duggan•42m ago•0 comments
Open in hackernews

Show HN: Fix unplayable tracks in Spotify playlists

https://playlisthospital.com/
2•srvaroa•9mo ago
Scratching this itch: tracks suddenly become unplayable in my [carefully curated] Spotify playlists. Fixing them is cumbersome. Spotify usually has alternative recordings of the same song, but you have to find and replace them by hand. I figured I could automate the process, and made it into a website in case others find it useful.

Disclaimer: I'm a backend person with an LLM. Please forgive my UI/UX, and lack of proper mobile support.

Feedback welcome! (social things in profile)

--

For the curious, here is a brief explanation of this annoying phenomenon (I worked on the catalogue ingestion systems for Last.fm a few years ago, so I have a rusty and likely out of date but still above-average familiarity with this topic)

On the surface, a music catalogue is based on a naive data model made up of Tracks, Artists, and Albums. Identifiers are basically made up of names and titles, or some composite.

Reality is (a lot) more complex. A slightly less naive, but far from accurate, data model includes the concept of "recording". Take Lou Reed's "Coney Island Baby". It's one "track", but there are actually 9 recordings of it (see https://songstats.com/track/35oekh1n/coney-island-baby). These "recordings" have unique identifiers (International Standard Recording Code). How are they used? Well, take two of them: USRC10300143, GBLLT2105923. Same track, different country (US, GB). E.g. the track was published in two different issues of the same album in different countries. And the licensing for each of those may be completely different (e.g. rights in the US may belong to $companyA and rights in the GB for $companyB). Or $companyC might come and buy rights for distribution in the GB, and perhaps decide to take down the GB recording.

For the purposes of your playlist, you want to listen to Lou's song, and don't care if you're listening to USRC10300143 or GBLLT2105923. But labels do, and Spotify (or any streaming service) has to care and report listens / downloads / etc. on the recording, not the track.

But.. when you add a track to a playlist you're actually adding a _recording_. So there are a lot of not-immediately-evident reasons why you may end up losing access to $track because someone took down $recording with a foreign key to $track. And when you go and search for $track, you're annoyed to find exactly the same track playable.

Why doesn't Spotify doesn't keep your playlists healthy? The basic reason this may be simply that the volume of metadata changes into music catalogues is surprisingly large, so not a trivial problem at Spotify scale.

A further reason is that it's actually not trivial. What are acceptable alternatives? Well.. replacing Bobby Womack's "Across 110th street" with Bobby Womack's "Accross 110th street - Original" is probably fine, but using "Accross 110th street - Drum and Bass mix" as fallback may not make every listener happy.