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- Remove "Measured X ago" timer display (adds no value) - Change auto-refresh interval from 30s to 10s for real-time monitoring - Add JUPYTERHUB_ACTIVITYMON_RESOURCES_UPDATE_INTERVAL env var (default 10s) - Resource refresh updates status, CPU, memory, timers only - Activity sampling is separate (controlled by background process) - Remove formatTimeAgo function and related timestamp tracking