Cognition plans to tie engineers’ AI spending limits to efficiency grades

The Information reports that Cognition, the startup behind AI coding agent Devin, plans to grade engineers on AI efficiency and adjust their spending limits based on performance to curb “tokenmaxxing.” The report also describes other ways companies are controlling AI costs, including usage caps, cheaper models and routing the hardest requests to more expensive models.