And why care about that? Well, because they're powerful....AND changeable. Many factors that have been proposed as key factors in developer experience, or as correlates of development outcomes, do NOT show promise as intervention targets. Our work tests factors that do: ability beliefs are malleable and have been the subject of many promising interventions