• context window — The maximum amount of text a model can consider at once — its working memory for the current conversation or task.
• AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.

A coding agent that reads your recent on-device activity shifts both the prompting surface and the data-exposure question; teams need an admin decision before it turns on.

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