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TOSTracker – The AI Training Asymmetry

https://tostracker.app/analysis/ai-training
1•tldrthelaw•3m ago•0 comments

The Devil Inside GitHub

https://blog.melashri.net/micro/github-devil/
1•elashri•4m ago•0 comments

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

https://github.com/ricardomoratomateos/distill
1•ricardomorato•4m 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•4m 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•5m ago•0 comments

Introduce the Vouch/Denouncement Contribution Model by Mitchellh

https://github.com/ghostty-org/ghostty/pull/10559
1•samtrack2019•6m ago•0 comments

Software Factories and the Agentic Moment

https://factory.strongdm.ai/
1•mellosouls•6m ago•1 comments

The Neuroscience Behind Nutrition for Developers and Founders

https://comuniq.xyz/post?t=797
1•01-_-•6m ago•0 comments

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

https://taylor.town/bang-bang
1•surprisetalk•6m 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•9m ago•0 comments

Could ionospheric disturbances influence earthquakes?

https://www.kyoto-u.ac.jp/en/research-news/2026-02-06-0
2•geox•10m 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•11m ago•0 comments

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

https://cloudbot-ai.com
1•fainir•14m ago•0 comments

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

https://poddley.com
1•onesandofgrain•15m ago•0 comments

Same Surface, Different Weight

https://www.robpanico.com/articles/display/?entry_short=same-surface-different-weight
1•retrocog•17m ago•0 comments

The Rise of Spec Driven Development

https://www.dbreunig.com/2026/02/06/the-rise-of-spec-driven-development.html
2•Brajeshwar•21m ago•0 comments

The first good Raspberry Pi Laptop

https://www.jeffgeerling.com/blog/2026/the-first-good-raspberry-pi-laptop/
3•Brajeshwar•21m ago•0 comments

Seas to Rise Around the World – But Not in Greenland

https://e360.yale.edu/digest/greenland-sea-levels-fall
2•Brajeshwar•21m ago•0 comments

Will Future Generations Think We're Gross?

https://chillphysicsenjoyer.substack.com/p/will-future-generations-think-were
1•crescit_eundo•25m ago•1 comments

State Department will delete Xitter posts from before Trump returned to office

https://www.npr.org/2026/02/07/nx-s1-5704785/state-department-trump-posts-x
2•righthand•28m ago•1 comments

Show HN: Verifiable server roundtrip demo for a decision interruption system

https://github.com/veeduzyl-hue/decision-assistant-roundtrip-demo
1•veeduzyl•29m ago•0 comments

Impl Rust – Avro IDL Tool in Rust via Antlr

https://www.youtube.com/watch?v=vmKvw73V394
1•todsacerdoti•29m ago•0 comments

Stories from 25 Years of Software Development

https://susam.net/twenty-five-years-of-computing.html
3•vinhnx•30m ago•0 comments

minikeyvalue

https://github.com/commaai/minikeyvalue/tree/prod
3•tosh•34m ago•0 comments

Neomacs: GPU-accelerated Emacs with inline video, WebKit, and terminal via wgpu

https://github.com/eval-exec/neomacs
1•evalexec•39m ago•0 comments

Show HN: Moli P2P – An ephemeral, serverless image gallery (Rust and WebRTC)

https://moli-green.is/
2•ShinyaKoyano•43m ago•1 comments

How I grow my X presence?

https://www.reddit.com/r/GrowthHacking/s/UEc8pAl61b
2•m00dy•45m ago•0 comments

What's the cost of the most expensive Super Bowl ad slot?

https://ballparkguess.com/?id=5b98b1d3-5887-47b9-8a92-43be2ced674b
1•bkls•45m ago•0 comments

What if you just did a startup instead?

https://alexaraki.substack.com/p/what-if-you-just-did-a-startup
5•okaywriting•52m ago•0 comments

Hacking up your own shell completion (2020)

https://www.feltrac.co/environment/2020/01/18/build-your-own-shell-completion.html
2•todsacerdoti•55m ago•0 comments
Open in hackernews

Python audio processing with pedalboard

https://lwn.net/Articles/1027814/
93•sohkamyung•6mo ago

Comments

camtarn•6mo ago
GitHub: https://github.com/spotify/pedalboard

Sadly, although it supports realtime processing, it doesn't say anything about latency, which is a make-or-break quality for most realtime audio processing. Definitely feels like a batch processing library which has had realtime support bolted on. The VST support is extremely cool though!

nicoloren•6mo ago
The name "pedalboard" might not be the most fitting if latency is too high. That said, it could still be very useful in a studio setting for post-production work.

What would be really exciting is a hardware device with all the standard plug-and-play inputs, capable of running Python... essentially a true open-source pedalboard for guitar enthusiasts.

Archit3ch•6mo ago
So... a standard PC/Mac with an audio interface? ;)

No, what would be really exciting is a Digitally-Controlled Analog device, like the FreqTube FT1. Then python would control actual switches.

camtarn•6mo ago
If I was looking for a digital pedalboard device I'd want something that was extremely rugged, never had software issues or forced me to download updates, and booted up within about 10-15 seconds (that's how long the digital pedals on my actual pedalboard take to boot). It also needs a case with, at the very least, a couple of patch change switches and an on/off switch; but preferably a lot more.

The ruggedness and built-in controls are really important. I used to gig with a standard laptop + audio interface + multiple MIDI controllers. The external gear was a real hassle to set up, even with everything labelled with bright coloured tape so I could just match colour to colour while plugging it in. And eventually the laptop got knocked over and fell a couple of feet onto a wooden stage - and even that minor impact smashed the screen, which was glued in so I couldn't replace it. I also have a horror story about a machine rebooting to apply Windows updates in the middle of a gig and requiring the rest of the band to improvise until I was done! I don't really gig any more, but if I took it up again, I would switch to using as much hardware as I could.

But I really don't care about actual analog devices. I already have a decent few DSP-powered pedals on my pedalboard and I cannot tell the difference, other than the true analog ones are more noisy!

lambda•6mo ago
There is the MOD Dwarf, a Linux based pedal that is much as you describe. It has a pedal style case with three foot buttons, a few encoders and buttons and screen for changing parameters on the fly, but to fully configure it you use a laptop or tablet to connect to it and set up a patch.
camtarn•6mo ago
That's a lovely little bit of hardware, and it's not actually that expensive too! Great recommendation, thank you.
anton-c•6mo ago
Seems better than the absolutely crazy custom one I made myself when I was like 22

https://m.youtube.com/watch?v=dJG5IMOVYmI

Also just normal computer footpedals that were like 34.99 worked great for controlling the software if there's extra things u still need to assign

camtarn•6mo ago
That's really cool!
timlod•6mo ago
I've used it before for realtime-uses (not production though where you'd need 100% guarantees for no drop-outs), latency has not been an issue. I think you essentially get the latency of the plugins you're using since this is a JUCE wrapper.

Ultimately it depends on how much work you do and how efficient an audio thread you built. pedalboard is not a library which does audio playback itself, it just effects buffers you give it. I used python-sounddevice, which are bindings for PortAudio - if you don't use much CPU you can comfortably run plugins in realtime.

Obviously you're still beholden to the GIL in Python (until further notice) so if worse comes to worst you might experience the unlucky dropout.

camtarn•6mo ago
Ah that's really interesting, thank you!
ofrzeta•6mo ago
Related discussion with comments by the author: https://news.ycombinator.com/item?id=28458930

including "Under the hood, this is essentially just a Python wrapper around JUCE (https://juce.com), a comprehensive C++ library for building audio applications. We at Spotify needed a Python library that could load VSTs and process audio extremely quickly for machine learning research, but all of the popular solutions we found either shelled out to command line tools like sox/ffmpeg, or had non-thread-safe bindings to C libraries. Pedalboard was built for speed and stability first, but turned out to be useful in a lot of other contexts as well."

westurner•6mo ago
BespokeSynth is also built on JUCE.

BespokeSynth supports VST3, AudioUnit, LV2,: https://github.com/BespokeSynth/BespokeSynth/issues/1614

One day, I found a number of open source patch bay implementations. They may be useful for building a GUI with pedalboard:

- https://github.com/Houston4444/HoustonPatchbay :

> [HoustonPatchBay is] a patchbay for JACK used by RaySession and Patchance, usable by other python Qt5 softwares.

- RaySession: https://github.com/Houston4444/RaySession is a patchbay for JACK

- Patchance: https://github.com/Houston4444/Patchance is JACK patchbay gui w/ ALSA MIDI support

> It is a direct alternative to Catia or Patchage

- org.pipewire.helvum: https://gitlab.freedesktop.org/pipewire/helvum https://flathub.org/apps/org.pipewire.Helvum :

> Helvum is a GTK-based patchbay for pipewire, inspired by the JACK tool catia.

- easyeffects: https://github.com/wwmm/easyeffects ; pipewire + GStreamer -> just pipewire

westurner•6mo ago
awesome-node-based-uis > Audio: https://github.com/xyflow/awesome-node-based-uis#audio
jwkane•6mo ago
I've been using pedalboard to manipulate voices for https://github.com/jason-kane/coh_npc_voices/ (TTS for game characters) and it is a very easy library to use/integrate. Kudos to the Spotify team.