Building in public,
one useful thing
at a time.

Notes on what I’m making, what I’ve learned, and what I’ve just put into the world.

Read the latest
Latest

Fresh from the workbench

Recent notes
  1. The difference between done and shipped

    A finished draft, a clean build, and a live result are three different things.

  2. A small system for keeping the work honest

    Separate the evidence, the interpretation, and the next decision.

  3. What I’m working on this week

    A quick look at the questions, systems, and useful things on the bench.

View all notes

On the bench now

What I’m focused on right now.
  1. 01

    Making useful AI workflows easier to trust

  2. 02

    Turning working notes into clear, public artifacts

  3. 03

    Learning where human judgment matters most