Personal / Observations

The blade remembers the fire.

A smith folds steel until the metal keeps a record of its own making — and the temper line stays visible on the finished edge. These are notes in that spirit: on craft, precision, and practice, with the working left showing.

Six entries · newest first

Notes from the test bench.

Jun 2026
Essay

On tolerances

Nothing is built to a dimension; everything is built to a range. What machining taught me about software estimates, design systems, and the honesty of the ± symbol.

Read — 8 min
May 2026
Field note

Zanshin, or the follow-through

In swordsmanship the cut is not finished when the blade stops — zanshin is the awareness that remains after the action. On shipping software, and the attention that must outlast the release.

Read — 7 min
Mar 2026
Field note

Everything has a natural frequency

Strike a structure and it answers in its own voice — a superposition of the shapes it prefers. On resonance in beams, in teams, and in the cadence of good work.

Read — 7 min
Feb 2026
Essay

The hamon is a phase diagram

A polisher can read a blade's entire heat treatment in one wavy line of crystal — the temper line is metallurgy made visible. On differential hardening, honest materials, and interfaces that show their tempering.

Read — 10 min
Nov 2025
Essay

Instruments, not decorations

A working theory of visualization: if a chart cannot be wrong, it is not saying anything. Notes from a year of building screens for people whose decisions carry weight.

Read — 12 min
Jul 2025
Field note

Why the rainbow colormap lies

Jet made a generation of stress plots look dramatic and read wrong. On perceptual uniformity, the ethics of gradients, and choosing colors the way you choose units.

Read — 6 min