In the realm of software development and system monitoring, three crucial components play a pivotal role in ensuring the smooth operation and maintenance of applications: logging, tracing, and metrics. Each of these elements serves a unique purpose and provides distinct insights into the system’s behavior and performance. Understanding their differences and applications is essential for building robust and efficient monitoring and diagnostic systems.