Blog

OpenTelemetry auto-instrumentation uses runtime hooks and agents to collect telemetry without code changes—covering most modern stacks.

Learn how to scale Prometheus APM for growing systems with practical strategies to keep queries fast and monitoring efficient.

Understand observability vs visibility: visibility shows current states, while observability uncovers why systems act the way they do.

Understand how to name spans, attributes, and metrics in OpenTelemetry for consistent, queryable, and reliable observability data.

Learn where to find Docker daemon logs, how to read them, and use them for troubleshooting, monitoring, and auditing.

Compare 11 top Java APM tools, from open-source options to enterprise platforms, and find the best fit for your applications.

Monitor Kubernetes hosts with OpenTelemetry to track CPU, memory, disk, and network usage alongside your app telemetry.

Understand key APM metrics like response time, error rates, throughput, and resource usage to keep your applications reliable and fast.