- Implemented agent type classification and persistence in the database, including a backfill for legacy records. - Added `AgentType` categorization and aggregated token usage metrics to the backend services. - Created an `AgentTokenShare` visualization component to display usage distribution on the overview dashboard. - Integrated agent-based tracking into existing data pipelines, view models, and testing suites.