Viewing profile — pwr1

This looks pretty useful. The versioned filesystem part is nice becuase that’s exactly where a lot of agent stuff gets messy fast.

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Nice execution. How are you handling deduplication when the same asset shows up on multiple sites?

Did this about a year ago, went smoother than expected tbh. the main gotcha for us was DO's managed postgres — had to dump/restore manually since there's no direct migration path t…

Just lost an hour going through this. Found a Nirvana show from 1989 at Dreamerz. The recording quality is surprisingly decent for a cassette tape. This is exactly the kind of thin…

So they want protection from harms caused by their own models. Classic move — lobby for the rules while you're still ahead of regulators who don't fully understand the technology y…

We tried something similar at a previous company — ended up with 3 different bots all answering slightly differently depending on which doc chunk they hit. The consistency problem …

Solid list. I'd add git log --all --oneline --graph pretty early on — gives you a quick sense of how active different branches are and whether this is a "one person commits everyth…

Native has its place for sure — camera, sensors, offline, background tasks. But web has come a long way and for a lot of products it's genuinely enough. The issue is teams defaulti…

Yep. If your product needs me to install an app for a one-off thing, you've probably already lost me. The crazy part is how many teams still treat the web as the demo and the app a…

I catch myself doing this more than I'd like to admit. Copy something from an LLM, it works, ship it, move on. Then a week later something breaks and I realize I have no idea what …

This resonates. I had a project sitting in my head for years and finally built it in about 6 weeks recently. The AI part wasn't even the hard part honestly, it was finally commitin…

Pieter Levels is the obvious one. Not really a neat polished “blog”, more like watching someone ship in public for years. Josh Pigford / Baremetrics had some good posts too. And th…

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Running 26B locally is impressive but the latency math gets rough once your doing anything beyond chat. We switched from local inference to API calls for image generation specifica…

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I've seen conspiracy posts saying things like, "It's upside down"... haha

Took like 5 minutes to create a kinda basic/simplistic animation. Sorry, not impressed.

Shifting to GPT 5.4 feels like my top performing employee just went on vacation and now I have to deal with complete incompetence in comparison.