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AI Workflows Require Context: Designing AI That Understands More Than What You Ask

This story is from 2026-09-21. It is preserved in the archive; the latest stories are on the live feed.

AI is very good at working with individual messages and inputs. If you hand a model a customer message it can classify it. If you give it equipment data it can recognize unusual patterns. When you give it a dataset it can output SQL and analysis. So, what makes for a harder engineering task? What m…

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  1. 2026-09-21 13:30 · DEV Community — AI
    AI Workflows Require Context: Designing AI That Understands More Than What You Ask

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