Writing
Notes from working this way.
Roughly every other week. Mostly what went wrong, measured, and what I changed because of it. No listicles.
I read 123 of my own work sessions. 42% contained a correction.
9 August 2026 · 8 min read
I thought I was working well. Then I measured it — 6.99 billion tokens, 1,333 messages typed by hand, and a correction rate that would get anyone fired. Here is what I changed.
My software cancelled 41 real orders. Nobody had cancelled anything.
8 August 2026 · 6 min read
A shop assistant typed a delivery status without Vietnamese accents. Three letters in the middle of that word matched my rule for "cancelled". Forty-one live orders vanished from the shop's screen — and the same week, merged spreadsheet cells broke the money column too.
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