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CONTEXT-ENGINEERING6 MIN READ

Run a Research Sprint With Refreshable Context

Decide how to manage retrieval, synthesis, and refresh in a multi-source research workflow.

Moving target Your evidence changes while the brief is being built, so old claims can stay in the context after they stop being true. Without a live claim ledger, a long session confuses “mentioned once” with “still supported.” Research pattern Claim ledger + fresh retrieval + evidence retirement Keep a visible record of what is supported, what is tentative, and what has been disproved. Anti-pattern Let the session transcript act as the only record of source evaluation. Cleaner synthesis, fewer stale carryovers, clearer confidence. In dynamic research, the session needs a living evidence model, not a permanent pile of notes.…

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