Ivan Karabadzhak

@jakeroid.bsky.social

Data Engineer ⋅ Perfecting Python & SQL ⋅ Mastering Vim ⋅ Obsessed with Efficiency ⋅ Using AI/ML to Get Things Done ⋅ Building Wealth Doing What I Love

Monday brings #AI Let me share a trick. Give the AI your schema plus three real sample rows, not a description of your data. When people ask an LLM to write SQL, it's better to use an example rather than describing columns.

Monday brings #AI Don't ask to blindly optimize your code. Better ask why it could be slow and then decide how to optimize. Sometimes AI behaves like an overthinking engineer. The solution could be much easier.

Friday brings #Python Well, actually it brings Python 3.10+. By default, zip silently drops elements without a matching pair. However, starting with 3.10, you can use the strict argument to raise an exception when there’s no matching pair.

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Monday brings #AI On Mondays I’ll share quick AI thoughts (like Python on Fridays). Today: keep context short - long chats can hurt results. To preserve key info, ask the model to condense the thread into a fresh prompt, then start a new session.

With AI, there is always the feeling of "oh, that takes so much time, I would rather write it by myself," but then you think, "yeah, but that would take even more time" I think the reason is that you have to wait a lot.