Why is application monitoring important in production systems?

application monitoring matters because production systems must remain understandable and recoverable as traffic, teams, dependencies, and failure modes grow. Applying it consistently reduces operational surprises, improves troubleshooting, and creates clearer contracts between developers, platforms, security controls, and dependent services.