Budgets can now be scoped with any indexed run dimension, including team, agent, feature, environment, customer group, and model provider.
Each budget tracks actual spend, forecast spend, and cost per successful outcome. Alerts link directly to the releases and traces contributing most to a change, helping teams distinguish healthy adoption from a retry loop or oversized context window.
Workspace owners can set a global limit while individual teams manage their own operating budgets.