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Predicting the output before running it is how a script I can't write from scratch ended up automating real work.

This story is from 2026-09-09. It is preserved in the archive; the latest stories are on the live feed.

I burned through the vibe-coding phase fast. Anything past a basic webpage needs real software fundamentals — no amount of prompting substitutes for that. What I've settled into instead is slower: learning AI and Python theory properly, alongside actual software-dev practice, in a loop that's start…

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  1. 2026-09-09 01:15 · DEV Community — AI
    Predicting the output before running it is how a script I can't write from scratch ended up automating real work.

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