In the ever-evolving IT landscape, organizations strive for optimal performance and reliability, often relying on full-stack observability platforms like Coralogix to gain critical system insights. Logs and metrics play pivotal roles in this process, each providing unique benefits for system monitoring and troubleshooting. Logs are detailed records of events within a system, offering chronological narratives that help diagnose issues, meet regulatory requirements, and ensure security, despite challenges like large data volumes and varied formats. Metrics, on the other hand, deliver aggregated, high-level views of system performance, enabling real-time monitoring, scalability planning, and trend analysis, though they may lack detailed event-level information. Together, logs and metrics provide a comprehensive understanding of system behavior, allowing IT professionals to quickly identify and resolve issues. Coralogix enhances this synergy by offering advanced log parsing, real-time visualization, and integration capabilities, enabling teams to make informed decisions for performance optimization and system robustness.