Introduction
Production systems today run at a scale and speed that leave little room for manual oversight. Logs grow every minute. Tickets pile up with recurring issues. Incidents appear without warning and often demand immediate attention. Teams do their best, but traditional processes slow them down. Manual triage, manual routing, and manual corrections cannot keep pace with how quickly systems evolve.
