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Beyond the Hype: The Hidden Costs and Mental Models of AI in Production

This story is from 2026-10-11. It is preserved in the archive; the latest stories are on the live feed.

We live in an era where AI has quietly integrated into our daily tech stack. Back in 2019, building a ticket routing system required writing custom NLP classifiers, spending weeks training pipelines, and constantly tuning hyperparameters. Today? A 10-line prompt with a structured output schema gets…

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  1. 2026-10-11 15:38 · DEV Community — AI
    Beyond the Hype: The Hidden Costs and Mental Models of AI in Production

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