Writing
What broke, what the obvious answer missed, and what it took to make the system hold.
August 7, 2026
What does your hiring process actually select for?
May 6, 2026
A practical guide to parsing X12 837 healthcare claims into JSON while preserving loops, validation context, diagnostics, and the structure engineers need downstream.
May 5, 2026
Most people describe AI as a statistical something-or-other and move on. A better lens is simpler: AI is lossy compression. Once you see it that way, a lot of strange model behavior stops being mysterious.
The next note
New writing when we have a useful argument, a failure worth examining, or work worth showing.
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