Why is centralized logging important in production systems?

centralized logging is important because production systems depend on predictable behavior under real load and failure conditions. In practice, teams should use consistent structured fields, include trace or correlation IDs, define retention, protect sensitive data, control log volume, and make timestamps and service identity consistent.