Essays

Long-form writing about multi-model AI work, role separation, and the practice of working with AI effectively.

Why Grinding One Model Is the Wrong Abstraction

A case study in real AI work. What goes wrong when you ask one model to do everything, and what changes when you separate cognitive roles.

The founding essay of the Musketeer philosophy.