Build notes will live here.

Practical notes on planning, reviewing, and shipping with AI agents while keeping human engineering judgment in the loop.

Build notes for the boring-but-critical systems behind durable product work: data, deployment, observability, and workflow design.

Short entries that connect public artifacts to the claims on the career evidence page without turning the site into a resume clone.