https://www.netdata.cloud/tags/monitoring-challenges/Recent content in Monitoring-Challenges on NetdataHugoen-usFri, 28 Nov 2025 03:03:49 +0200https://www.netdata.cloud/blog/netdata-ai-insights-rapid-diagnostics/Wed, 19 Apr 2023 00:00:00 +0000https://www.netdata.cloud/blog/netdata-ai-insights-rapid-diagnostics/<p>Introduction to Netdata&rsquo;s new visualisation providing AI Insights, supporting Rapid Diagnostics. <img src="https://user-images.githubusercontent.com/96257330/233125254-f93c9520-0a3f-4844-8d43-1f3202a5e411.png" alt="logo"></p> <!--truncate--> <h2 id="a-new-era-in-monitoring-systems-dashboards">A New Era in Monitoring Systems Dashboards</h2> <p>We&rsquo;re thrilled to share an important upgrade to Netdata: <strong>AI Insights &amp; Rapid Diagnostics</strong>, a technology aiming to redefine what we expect from a monitoring system.</p> <h2 id="challenges-with-traditional-monitoring-dashboards">Challenges with Traditional Monitoring Dashboards</h2> <p>Traditional monitoring systems rely on a query language to help engineers create dashboards and alerts. While these languages offer power and flexibility, they come with several challenges that make monitoring and troubleshooting more complex and time-consuming:</p>