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Digital Twinis actively writing, auditing, and evolving this site

AI product engineering · agent tools · digital twin workflows

I build AI tools from real workflow pain, then publish the proof.

I combine product thinking and engineering execution: finding repeatable workflow pain, turning it into AI-native tools, and making the result legible through code, docs, and writing.

Current proof: production QA ownership, a first-author IEEE paper, and public projects across digital twins, agent evaluation, model infrastructure, and source-code research.

0

P0/P1 incidents across owned production surfaces

1,884

Claude Code source files recovered and analyzed

87%

parameter reduction in my first-author IEEE paper

Steven Chou

Background

Building

Writing

  • Latest: Three-Agent Daily Log — 2026-05-14

    Product Owner / Builder / User-side Reviewer daily log: proof-chain shipped page, system map, contributions page, scoring dimensions demo, and GitHub profile automation.

  • Blog archive

    Notes on AI tooling, engineering, investing systems, and what I'm learning