Thinking

Notes and arguments, written down.

Reflections

Making white-collar work visible

Unlike physical production, knowledge work is invisible. Why managers struggle with capacity planning, and how to make the work seen.

Reflections

Delegating to AI agents is a management problem, not a technical one

Reflections

Advice you haven't lived is just opinion

Work Design × AI

AI is disrupting tasks, not jobs — and that changes everything

The disruption is invisible at the org-chart level and enormous at the task level. Why most workforce plans are measuring the wrong unit.

Reflections

I automate my own work first — clients deserve a practitioner, not a theorist

Reflections

Learning in public, without living in public

Japan Labor Market

Japan is the world's most advanced case of labor scarcity

Three converging forces make Japan the preview of every developed economy's future — and the best laboratory for redesigning work.

Nutrition & Fitness

Evidence has a hierarchy — your training plan should too

Mechanisms are cheap, RCTs are rare, and most fitness advice lives in between. How I decide what earns a place in my routine.

Personal Finance

Compounding is a life strategy, not a chart

Capital, capability, and code all compound the same way: small, boring, repeated. What I'm teaching my family about money — and myself about everything else.