Artifacts Are A Work Surface, Not A Fancy Answer

Artifacts tighten the loop between idea and deliverable. When they help most Use Artifacts when the output has structure you need to inspect directly: a prototype, a guide, a dashboard, a diagram, or a formatted document. Why they change the work A dedicated workspace reduces translation steps. Fewer translation steps usually means fewer mistakes and faster iteration. Common trap Do not ask for an Artifact by default. If you just need an explanation or a quick recommendation, chat is often cleaner.

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