Insights

This library contains a small number of long-form pieces written from direct operating exposure.

The focus is structural failure modes, governance breakdowns, and the conditions under which marketing systems stop behaving predictably.

These pieces are intended to remain relevant beyond publishing cycles and to be read slowly.

Why AI and dashboards accelerate failure without governance

Why marketing fails at scale is structural, not tactical