Stumble upon in January 2026
AI tries to make everything easy… convenient, but life without discomfort is not something to desire. The label ‘PC compatible’ is a reminder of how complex (inconvenient) things can be.
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AI tries to make everything easy… convenient, but life without discomfort is not something to desire. The label ‘PC compatible’ is a reminder of how complex (inconvenient) things can be.
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… did quite a lot, actually. Apparently, when you sit down and think about it, happenings start to surface.
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The other day, I was taken back to the “good old days”, and not in a good way. I had assumed that a major hardware provider like Samsung nowadays would ensure a decent user experience during firmware updates, regardless of the operating system. But I was in for a disappointment.
My home server running Linux has been crashing occasionally for a while. But since a reboot would temporarily “fix” it, sometimes for weeks, I never prioritized finding the underlying problem… until now. It feels like a recent kernel update now triggers the crash more often, but I have no data to back this statement up.
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Applying retry strategies on API calls to make them more robust often brings its own set of problems. Occasionally, rather than losing an entity-creating call, you end up with multiple, and trust me — duplicates are a pain to clean up.
However, idempotency can neutralise the inconveniences from retries, making the pair a powerful combo. 💪
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With this post, I am in deeper waters than usual. What might sound like a recommendation in the following could be a potential disaster in disguise. Be warned.
Personally, I prefer not to know about implementation details about the function I’m calling. Although that was the situation I suddenly found myself in, when a function I call replaced map with pmap.
Here is how I approached the weirdness with exceptions tangled with pmap.
The posts touch a lot of different topics in no particular order. It might be more convenient to browse by tags if you have a topic of specific interest.