Description: The ‘Alert Framework’ is a structured approach to managing and responding to alerts in monitoring and observability systems. This framework allows organizations to establish clear criteria for generating alerts, ensuring that notifications are relevant and useful. It includes defining thresholds, categorizing alerts by severity, and implementing response protocols. By integrating tools like the ELK Stack, which combines Elasticsearch, Logstash, and Kibana, the framework facilitates real-time data collection, analysis, and visualization. This not only enhances incident response capabilities but also optimizes resource management in various environments. Cloud observability greatly benefits from a well-defined alert framework, as it enables DevOps and Site Reliability Engineering (SRE) teams to proactively identify and resolve issues, minimizing downtime and improving end-user experience. In summary, the ‘Alert Framework’ is essential for maintaining the health and performance of modern systems, providing a solid foundation for informed decision-making and continuous improvement.