Discover the best distributed tracing tools for microservices in 2026. Compare features, benefits, and use cases to optimize your application performance.
Thinking about using OpenTelemetry for distributed tracing? OpenTelemetry Tracing API provides options for manual as well as automated instrumentation.
Learn how to implement OpenTelemetry with Nginx for enhanced observability. This guide covers setup, configuration, and best practices for effective monitoring.
Modern digital organizations have rapidly adopted microservices-based architecture for their applications. But microservices architecture is complex, and troubleshooting performance issues is challenging. Making your microservices observable with distributed tracing is critical to solve...
Spans are fundamental blocks of distributed tracing. A single trace in distributed tracing consists of a series of tagged time intervals known as spans...
Imagine you want to debug a slow web service. What would you need? Well, you might want to use a tool (called flamegraphs) to see which functions in your code, or even in other services, are causing this slowdown. This way, you can focus your optimization efforts where they'll have the most...
Microservices architecture allows technology companies to build application services around business capabilities. It enables rapid development and also boosts developer productivity. But it also introduces complexity. Distributed tracing is the...
Distributed tracing is built on causal metadata context propagation. Context propagation correlates events in a specific user request or transaction with the help of global identifiers and some other metadata..
Distributed tracing provides insights into how a particular service is performing as part of the whole in a distributed system. In this article, we will implement distributed tracing for a Java application based on microservices architecture.
OpenTelemetry is a set of tools, APIs, and SDKs to generate telemetry signals. The OpenTelemetry architecture has several main components that comes together to create an instrumentation layer for all kinds of telemetry signals....
Distributed tracing is a method of tracking application requests as they flow from front-end devices to back-end services and databases in a distributed system. Using OpenTelemetry APIs and SDKs, you can implement distributed tracing in your software systems....
Jaeger is a popular open-source tool used for distributed tracing in a microservice architecture. In a microservice architecture, a user request or transaction can travel across hundreds of services before serving what a user wants.
Distributed tracing provides insights into how a particular service is performing as part of the whole in a distributed system. In this article, we will implement distributed tracing for a nodejs application based on microservices architecture.
N+1 query problem is a problem in database retrieval where the related entities of an object are queried individually from a database, leading to O(n) queries
There are standalone distributed tracing tools like Jaeger, and there are APM tools that do not provide distributed tracing capabilities. In this article, we will see how distributed tracing complements an APM tool for a holistic performance monitoring experience.
Jaeger is a popular open-source tool used for distributed tracing in a microservice architecture. See a demo ride-sharing application reporting its traces through Jaeger...
With microservices becoming popular, tracing is increasingly more important in debugging production software. In this post, we take you through a step by step guide on setting up Jaeger over Kubernetes with Cassandra storage.