Distributed tracing has become an essential part of any application's performance monitoring strategy. As businesses adopt distributed architectures, choosing the right tracing tool is crucial for efficient troubleshooting and performance monitoring. The two most prominent choices are AWS X-Ray and Jaeger, each offering unique features and advantages. AWS X-Ray, a managed service by Amazon, simplifies tracing for applications running on AWS.

Datadog and Splunk are both leading tools for monitoring and observability. Each offers a range of features designed to help you understand and manage your data. Datadog provides tools for tracking application performance and analyzing logs in real-time. Splunk, meanwhile, is known for its powerful log analysis and search capabilities. In this post, we will compare Datadog and Splunk on important aspects like APM, log management, search capabilities, and more.

In Prometheus, metric joining allows you to merge metrics to build more detailed and insightful queries using PromQL (Prometheus Query Language). By joining metrics, you can analyse data from different sources together, providing a more comprehensive view of your system's behaviour. This metric joining capability enables you to correlate different metrics effectively, leading to better monitoring and troubleshooting.

Monitoring tools are essential for developers to maintain application performance and quickly resolve issues. Choosing the right one requires understanding how different tools align with your needs and budget. In this blog, I have compared two popular tools, focusing on their strengths, common features, and unique differences. By knowing these aspects, you will be better equipped to select the tool that fits your requirements.

New Relic and AppDynamics are leading monitoring and observability tools for monitoring the performance of your applications and network. Both help you keep track of how well your systems are running, but they do it in different ways. New Relic is a great tool for APM, making it versatile for tracking overall system performance. It also features an easy-to-use interface and strong data visualization.