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The secret to AI superpowers is not the model -- it is the structured workspace. How folders and markdown files turn any AI into a genuine collaborator.
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Why an AI productivity system that tracks tasks and visions is dangerous without a pain receptor to document underlying problems.- Published on
AI without context is a toy. Context without tools is a library. The formula for next-generation knowledge work: Agent = IDE + Context Pack + CLI Library.- Published on
The illusion of AI learning: Why noticing is not learning, the three states of knowledge, and how to build a true learning pipeline structured around procedural memory.