Insights

Field notes from running governed AI.

Short, practical write-ups drawn from operating a governed AI environment and from modernization work on systems where mistakes are expensive — each lesson paired with the failure that taught it.

Field note

I built thirty agents and kept six

Building a full AI "company" of specialized agents seemed like the obvious architecture. Running it taught me something different about where agent value actually comes from.