About

Engineer and writer,
building an AI editorial workflow.

I ship code that thinks. Full-stack engineer, AI native.

How a piece stays

If it fails, it stays unpublished
  1. 01

    Worth writing?

    First decide whether the piece is worth writing.

  2. 02

    Two gates

    Can the source be traced, and does the argument hold?

  3. 03

    AI organizes

    Long pieces get structural analysis and source mapping; AI organizes notes.

  4. 04

    Human judgment

    A person publishes the piece with its rating and caveats.

Division of work

Judgment stays human.
AI organizes and connects.

AI analyzes structure and maps sources; a person makes the final judgment and publishes.