See the raw logs behind any aggregate chart, drag-to-zoom on alert timelines, create metrics from traces, and mobile RUM custom events now reach Logs.

Last9 is a  blog focusing on DevOps practices, cloud architecture, and software engineering methodologies. Through insightful articles, tutorials, and case studies, Last9 addresses various aspects of modern software development, including continuous integration and continuous delivery (CI/CD), infrastructure as code (IaC), containerization, and microservices architecture. By sharing best practices, real-world experiences, and expert insights, Last9 equips developers, DevOps engineers, and IT professionals with the knowledge and tools needed to build, deploy, and manage resilient and scalable cloud-native applications.

Last9

Last9 changelog introducing several platform improvements: aggregate log queries now surface the top 5 contributing raw log lines beneath the chart, eliminating the need to manually strip aggregate steps. Traces gain a 'Create Metric' button for non-timeslice aggregations. Alert rule timelines now support drag-to-zoom. Mobile RUM custom events now emit OTLP logs for parity with browser RUM. Kubernetes Discover pages include ConfigMap/HPA subjects and cluster name breadcrumbs. Several bug fixes address alerting silent failures, Slack log preview timing offsets, dashboard rendering issues, and Apdex empty states.

The logs behind every aggregate query, drag-to-zoom alerts, and mobile RUM parity