by Karthickraja durairaj | Sep 29, 2026 | Automation, Databases
Introduction As database environments grow, database teams spend more time performing repetitive operational tasks such as checking services, validating connectivity, collecting diagnostics, managing configurations, and verifying system health. When these tasks are...
by Karthickraja durairaj | Sep 15, 2026 | Automation, General
Introduction: Modern applications are becoming increasingly distributed. A single production application may consist of dozens or even hundreds of containers, Kubernetes workloads, microservices, databases, APIs, queues, and cloud services. CPU and memory dashboards...
by Karthickraja durairaj | Aug 11, 2026 | Automation, General
Introduction Modern applications generate thousands or even millions of database queries every day. While infrastructure metrics such as CPU utilization, memory consumption, disk I/O, and network throughput provide valuable insights into server health, they rarely...
by Karthickraja durairaj | Jul 7, 2026 | Automation, Databases
Introduction When administrators install Percona Monitoring and Management (PMM), they usually focus on the dashboards. Beautiful Grafana panels. Historical metrics. Query Analytics (QAN). Performance insights. However, behind those dashboards is a database that...
by Karthickraja durairaj | Jun 2, 2026 | Automation, General
Introduction Modern IT environments are more complex than ever. Organizations rely on servers, databases, applications, and cloud services that must remain available around the clock. Traditional monitoring tools can detect failures and generate alerts, but they often...
