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CONTEXT-ENGINEERING5 MIN READ

Redesign One Recurring Research Workflow

Commit to reworking one recurring research workflow around stable context, retrieval, and refresh points.

A recurring AI-assisted research workflow such as competitor briefs, policy scans, due-diligence notes, or vendor comparisons. Use a workflow where evidence changes over time and where you can clearly separate stable instructions, retrieval filters, and session-state tracking. I will redesign [workflow] by keeping [stable rules] in the prompt, retrieving [specific evidence scope] with [filters], tracking [claim/state artifact], and refreshing it when [checkpoint]. Follow up in 3 days on whether the redesigned workflow was actually used. The next weekly competitor brief where you currently paste old notes and fresh sources into one long thread. The next policy or compliance scan where…

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