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Notes from building in public — the reasoning behind the system, as it's built.

  1. How I grade my discipline

    A number that grades my discipline is worthless if I can quietly fudge it. So the formula is public, it multiplies two things I can't both fake, and you can recompute it yourself from the same data the board shows.

    building-in-public accountability metrics
  2. Proof over vibes: verify my discipline score yourself

    An AI grades my discipline in public. A public number is worthless if I can quietly edit it — so I made that impossible, and you don't have to take my word for any of it.

    building-in-public accountability engineering