Blogs
Hands-on, insight-driven content about observing your production and development environments using Elastic Observability.
.jpg)
Automatic instrumentation with OpenTelemetry for Python applications
Learn how to auto-instrument Python applications using OpenTelemetry. With standard commands in a Docker file, applications can be instrumented quickly without writing code in multiple places, enabling rapid change, scale, and easier management.

Auto-instrumentation of Java applications with OpenTelemetry
Instrumenting Java applications with OpenTelemetry provides insights into application performance, dependencies, and errors. We'll show you how to automatically instrument a Java application using Docker, with no changes to your application code.
.jpg)
Manual instrumentation with OpenTelemetry for Python applications
In this blog post, we will show you how to manually instrument Python applications using OpenTelemetry. We will explore how to use the proper OpenTelemetry Python libraries and in particular work on instrumenting tracing in a Python application.
.jpg)
Manual instrumentation with OpenTelemetry for Node.js applications
In this blog post, we will show you how to manually instrument Node.js applications using OpenTelemetry. We will explore how to use the proper OpenTelemetry Node.js libraries and in particular work on instrumenting tracing in a Node.js application.
.jpg)
Automatic instrumentation with OpenTelemetry for Node.js applications
Learn how to auto-instrument Node.js applications using OpenTelemetry. With standard commands in a Docker file, applications can be instrumented quickly without writing code in multiple places, enabling rapid change, scale, and easier management.

How to deploy Hello World Elastic Observability on Google Cloud Run
Follow the step-by-step process of instrumenting Elastic Observability for a Hello World web app running on Google Cloud Run.

Optimizing cloud resources and cost with APM metadata in Elastic Observability
Optimize cloud costs with Elastic APM. Learn how to leverage cloud metadata, calculate pricing, and make smarter decisions for better performance.

Managing your applications on Amazon ECS EC2-based clusters with Elastic Observability
Learn how to manage applications on Amazon ECS clusters based on EC2 instances and how simple it is to use Elastic agents with the AWS and docker integrations to provide a complete picture of your apps, ECS service, and corresponding EC2 instances.
.png)
The antidote for index mapping exceptions: ignore_malformed
How an almost unknown setting called ignore_malformed can make the difference between dropping a document entirely if a single field is malformed or just ignoring that field and ingesting the document anyway.

Understanding APM: How to add extensions to the OpenTelemetry Java Agent
This blog post provides a comprehensive guide for Site Reliability Engineers (SREs) and IT Operations to gain visibility and traceability into applications, especially those written with non-standard frameworks or without access to the source code.

How to combine OpenTelemetry instrumentation with Elastic APM Agent features
This post shows you how you can combine the OpenTelemetry tracing APIs with Elastic APM Agents. You'll learn how OpenTelemetry spans became part of a trace that Elastic APM Agents report.
