Where this is heading
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Two Things to Keep in Mind as AI Agents Take Shape
Jan 12, 2026
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Building the memory layer that decides what organizational knowledge should persist, what should fade, and what lives outside your walls
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Why Iteration Velocity beats Planning Precision, and Why Old Planning Cycles are an Extinction Event
