Masters3d

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This is one body of work organized into five editorial tracks. Each track keeps a stable voice and reading rhythm, while tags connect related ideas across the whole collection.

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Editorial Tracks

Every post belongs to one track with its own subject, reading rhythm, and voice. Tags connect ideas across tracks.

8 posts

AI & Tools

Agent workflows and tools examined through experiments, worklogs, and practical limits.

15 posts

Engineering Systems

Architecture, reliability, languages, and the mechanisms behind engineering choices.

16 posts

Field Notes

Personal history, retrospectives, portfolios, and observations from work in progress.

6 posts

Leadership & Teams

Ownership, autonomy, communication, and the systems that shape how teams operate.

18 posts

Quest Engine

The connected framework, from Search, Drive, and Renew to practical applications.

From Apple Silicon to NVIDIA AI Factories

Revisiting a 2020 Apple Silicon and AR prediction in a world where NVIDIA, AI accelerators, software ecosystems, and electricity define the next computing platform.

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gen:LOCK Season 1 by Rooster Teeth

What gen:LOCK Season 1 gets right about mind uploading, mecha pilots, and the uneasy boundary between a copied consciousness and a human body.

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The Media Consumption Arc: From Video Games to Shows to AI

Before the pandemic I avoided television shows because of their time commitment. Then watching shows with my wife helped us through isolation. Looking from college to retirement, the better question is not whether media is good or bad, but what degree of attention and responsiveness it asks from us at each season of life.

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The GUI Is Becoming an Output

For thirty years we optimized software to be easy for a human hand. Agents invert that goal. The graphical interface is turning from the thing you drive into the thing you read, and the tools that survive the shift are the ones an agent can talk to.

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Demystifying Spirituality

At Ranger camp we said 'be prepared: physically, mentally, and spiritually.' Physical has a home in the body. Mental has a home in the higher brain. But where does spiritual live? A secular look at how the feelings we call spiritual are the felt output of older social and emotional systems, and what the soul might be once you stop treating it as a mystery.

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Director and Thinker: The Work-Mode Personalities

A long time ago a company I worked at decided that being a Relater (a Dove) was the worst personality to have. I think that judgment is wrong, and I think the whole idea of ranking personalities is wrong. Personalities are contextual: they change with the room you are in and the season of life you are in. But there is a work personality you can learn to switch into, and for engineering the Director and the Thinker are the two worth practicing.

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Quest Engine: Running the Health Quest

Health is a continuous Quest Engine loop: Search for signals from the body, Drive one controlled change, and Renew from the difference between expected and actual results.

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User Story Mapping for Shared Understanding

Around 2022, before AI was useful, I onboarded a whole team into a brand new area with two- and three-hour meetings every day. Documentation was thin, the knowledge lived in people's heads, and everyone was drowning. A working session built around user story mapping cut the fog: put every actor (human or system) on a visible surface, walk the flow out loud, and let the shared picture replace the marathon meetings.

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