Organizations adopt cost per merged PR to track AI coding agents

The author argues that organizations should measure AI coding agent efficiency by cost per merged pull request rather than tracking token consumption. To control rising inference expenses without limiting valuable output, companies can use a hybrid approach that routes routine workflows to on-premises open-weight models while reserving frontier APIs for demanding tasks. Open article →