Developers can significantly improve monitoring by embracing a shift-left approach, integrating observability tools and practices from the early stages of development. This involves defining clear Service Level Objectives (SLOs) and Service Level Indicators (SLIs) to focus monitoring efforts on what truly impacts user experience. Implementing robust logging, metrics, and distributed tracing provides comprehensive data crucial for understanding system behavior and diagnosing issues quickly. Furthermore, establishing intelligent alerting with proper thresholds and utilizing anomaly detection can help reduce alert fatigue and pinpoint critical problems proactively. Regular practice with incident response runbooks and conducting thorough post-mortems also refine monitoring strategies and enhance system resilience. More details: https://infodeo1.blogspot.com/2026/02/infodeode-moderner-wissensblog-mit.html