The Blog / 10

Evaluations are not only a quality gate. They are a way to decide which product work deserves to happen next.

The most trustworthy automation knows when to hand work to a person and how to make that handoff useful.

Reliability is not just the model's answer rate. It is whether the complete workflow behaves predictably under pressure.

Defaults decide how much work users must do before an AI product becomes useful.