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The latest News and Information on Monitoring for Websites, Applications, APIs, Infrastructure, and other technologies.

Trace-based testing with Elastic APM and Tracetest

This post was originally published on the Tracetest blog. Want to run trace-based tests with Elastic APM? Today is your lucky day. We're happy to announce that Tracetest now integrates with Elastic Observability APM. Check out this hands-on example of how Tracetest works with Elastic Observability APM and OpenTelemetry! Tracetest is a CNCF project aiming to provide a solution for deep integration and system testing by leveraging the rich data in distributed system traces.

What is the ImagePullBackoff error in Kubernetes and how to fix it?

Like CrashLoopBackoff, the ImagePullBackoff is not an error but a waiting status you might see in your kubernetes pods, with the backoff time increasing after every retry. The error itself is "ErrImagePull", and it happens when there are issues when pulling the container image to the kubernetes node. So how do you solve these pull errors? Take a look at our video to get some ideas on how to resolve the various issues!

The Best OpenSearch Dashboard Examples

OpenSearch dashboards are a powerful tool for visualising and exploring data stored in an OpenSearch-compatible data store such as Elasticsearch. With OpenSearch's intuitive interface and advanced analytical tools, this visualisation tool makes it easy to gain insights into your data and monitor and alert upon key metrics. Throughout this article, we'll look at some of the most impressive OpenSearch dashboard examples that showcase it’s capabilities and versatility.

Observability vs Monitoring - The difference explained with an example

Observability vs monitoring has been a common topic in DevOps recently. There has been a lot of debate, and I have learned a lot from them when I started my observability journey. Most literature on observability is associated with a particular product or shares a textbook definition. In this blog post, I want to give you a practical understanding of observability and the differences between observability and monitoring with different scenarios and examples. We will cover the following topics here.