Why is application monitoring important in production systems?

application monitoring is important because production systems depend on predictable behavior under real load and failure conditions. In practice, teams should define service-level indicators, collect useful metrics and traces, correlate with deployments, alert on user impact rather than every anomaly, and keep dashboards tied to decisions.