This article was originally published on AI Study Room . For the full version with working code examples and related articles, visit the original post. Log Management Log Management Log Management Log Management Log Management Log management is the practice of collecting, aggregating, storing, and analyzing log data from applications and infrastructure. Good log management provides visibility into system behavior, enables debugging, supports security analysis, and helps meet compliance requirements. This article covers the log lifecycle from collection through analysis. Structured Logging The foundation of log management is structured logging. Instead of writing free-form text messages, structured logging outputs logs as structured data—typically JSON. Each log entry has a consistent format with typed fields that can be queried and filtered. A structured log entry includes a timestamp, severity level, service name, request ID, and relevant context fields.…