Writing
Notes on owned context.
Essays and field notes on AI fluency, human augmentation, PersonalOS, BusinessOS, and the systems people need to carry their judgment across tools.
AI FluencyApr 8, 2026· 4 min read
AI Fluency Is Becoming Professional Literacy
Companies are beginning to expect AI use the way they once expected email, spreadsheets, and search. The question is whether your fluency has a system behind it.
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Human AugmentationMar 25, 2026· 6 min read
Your Context Should Not Live Inside One Chatbot
If the system that knows how you work lives inside one tool, you do not own the most important layer.
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PersonalOSMar 11, 2026· 5 min read
What PersonalOS Actually Gives You
A PersonalOS is not a chatbot, prompt pack, or productivity template. It is a folder of memory, judgment, workflows, examples, and instructions that your AI tools can read.
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BusinessOSFeb 26, 2026· 4 min read
BusinessOS Starts Where PersonalOS Stops
A person needs a PersonalOS. A company needs shared context: roles, workflows, SOPs, approvals, data, and institutional memory.
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