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Joined 11 months ago
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Cake day: August 15th, 2023

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  • Much better. SSDs and HDDs do monitor the health of the drives (and you can see many parameters through SMART), while pen drives and SD cards don’t.

    Of course, they have their limits which is why raid exists. File systems like ZFS are built on the premise that drives are unreliable. It’s up to you if you want that redundancy. The most important thing to not lose data is to have backups. Ideally at least 3 copies, 1 off site (e.g. on a cloud, or on a disk at some place other than your home).




  • With all the recent hype around AI, I feel that a lot of people don’t understand how it works and how it is useful. AI is useful at solving certain types of problems that are really difficult using traditional programming, like finding patterns that aren’t obvious to us.

    For example, object recognition is about finding patterns in images. Our brains are great at this, but writing a computer program capable of taking pixels and figuring out if the pattern is there is very hard.

    Even if AI is sometimes going to misclassify objects, it can still be useful. For example, in a factory you can use AI to find defects in the production line. Even if you don’t get it perfect, going from 100 defects per 1M products to 10 per million is a huge difference and saves the factory a lot of money.










  • Containers are very useful because they isolate the application from the rest of your server.

    This solves a lot of problems: no dependency conflicts with your operating system, you can upgrade/downgrade any time you want, no state gets stored on your main system which makes resetting the application when it misbehaves as easy as deleting and recreating the container.

    Before containers, changing my host OS (e.g. because ZFS wasn’t properly supported on the distro I was using) meant reinstalling and configuring a lot of shit, which could take days. With docker, I can migrate in 1-2 hours… Just install docker on the new OS, copy over the files, docker compose up a few times and done. The only things left to setup are samba, ssh and a few cron jobs.