H→A Wait = Time from ticket creation until agent first engaged  |  Agent Active = Duration from first to last recorded agent event  |  Time Saved = DEV_BASELINE_DAYS (.env) − Agent Active, per ticket  |  Only tickets with agent activity in the local DB are included.