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CONTEXT-ENGINEERING5 MIN READ

Ask for the Query, Not the Warehouse

Choose a coaching line that redirects a teammate from bulk context to targeted retrieval.

Omar wants to upload the entire warehouse export. Pick the line Leila should use to redirect the workflow. Omar proposes a full warehouse upload. I can export the whole quarter so the AI has everything. fromTop Leila responds with a context-engineering move. fromBottom Let's name the conversion question first, then retrieve device, channel, and release-window slices before we ask for more. Best. It keeps Omar's goal, narrows the first evidence set, and leaves room for follow-up retrieval if the first slice is insufficient. Upload it all; a bigger context window should be able to handle this. This treats the window…

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