Writing

Notes from the products, not from tutorials

What broke, what I kept, and what I would do again. Mostly about the part of the work that happens behind the interface.

• Matching 1,170 exporters against 71,349 evidence rows

  The score was never the hard part. Deciding what counts as evidence was.

  1 Nov 2026 · 3 min read

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