A fun project I'm working on: Chipmunkify. You upload a song and it isolates the vocals to give you a 'chipmunk' version while keeping the instrumentals untouched.
Have fun trying it and let me know what you think!
You know those YouTube channels with millions of views that are just popular songs, but chipmunk? They sound awful because they pitch-shift the entire track.
I fixed it.
The pipeline: Upload an MP3 -> Demucs isolates the vocals -> Rubber Band pitch-shifts them into the rodent register -> FFmpeg glues it back together. Hosted on Modal.
Guardrails protecting my $5/month Modal budget and net worth:
* 10MB max upload
* First 30 seconds only (Demucs is computationally brutal)
* 3 requests/IP/day
I delete your files immediately out of principle, but also because I genuinely cannot afford to store them.
If the site throws an error, you've assassinated my budget and I will pour one out.
Try it out and let me know what you think. I suggest using a song that you love!
"The U.S. social media landscape is quietly reshaping itself. Between 2020 and 2024, overall platform use slipped, driven by a rise in the population – especially the youngest and oldest – who no longer use social media at all. The old incumbents – Facebook, YouTube, and Twitter/X – have lost ground, while TikTok and Reddit have expanded modestly. The users who remain are slightly older, better educated, and more racially diverse than four years ago.
The political balance of social media has shifted just as noticeably. The once-clear Democratic lean of major platforms has declined. Twitter/X, in particular, has seen a radical flip: a space dominated by Democrats in 2020 is now more Republican-aligned, especially among its most active users and posters. Reddit’s remains a Democraic stronghold, but its liberal edge has softened.
Across platforms, overall political posting has declined, yet its link with affective polarization persists. Those expressing the strongest partisan animus continue to post most frequently, meaning that visible political discourse remains dominated by the most polarized voices. This leads to a distorted representation of politics, that itself can function as a driver of societal polarization [17, 12].
Overall, the data depict a social media ecosystem in slow contraction and segmentation. As casual users disengage while polarized partisans remain highly active, the tone of online political life may grow more conflictual even as participation declines. The digital public sphere is becoming smaller, sharper, and louder: fewer participants, but stronger opinions. What remains online is a politics that feels more divided – not because more people are fighting, but because the fighters are the ones left talking."
Interesting choice to use native Apple Containers over Docker.
I assume this is to keep the footprint minimal on a Mac Mini without the overhead of the Docker VM, but does this limit the agent's ability to run standard Linux tooling? Or are you relying on the AI to just figure out the BSD/macOS equivalents of standard commands?
Is it a loss of attention span, or is the 2-hour feature film simply an outdated format for the current generation?
The information density of a slow 1970s drama is incredibly low compared to the multi-stream environment they grew up in. They aren't necessarily 'dumber'; their brains are just optimized for high-frequency information processing, whereas cinema is optimized for immersion.
"If you're a software developer and you're worried about your job, you haven't spent enough time actually using these AI agents. Anyone who spent eight hours plus a day over the last year using these agents is not at all scared of these agents taking their jobs. They're not... Your job is not going anywhere."
I agree with this take... for now. I wouldn't be surprised if the AI agents improved exponentially (in the next few years) to the point where his statement is no longer true.