Black-box monitoring is useful for answering the question, "Is it broken?" In contrast, white-box monitoring is better suited to answer, "Why is it broken?" As Gartner's latest research on the subject underscores, the complexity of modern infrastructure necessitates a shift towards more sophisticated monitoring and observability tools. Read more about white-box vs. black-box monitoring and monitoring vs. observability in the context of a next-gen APM stack.

The new unique helper identifies and displays only the unique combinations of specified attributes. It can have many uses including listing all unique API instances (aka API inventory). It can help reduce noise and focus your diagnosis.

Dive into our comprehensive guide showcasing Kubeshark’s dynamic features without setup hassles. From secure deployments and real-time traffic visibility to encrypted traffic monitoring and advanced error detection, discover how Kubeshark fits your Kubernetes ecosystem.

Explore the new on-demand pricing model by Kubeshark for network observability. Flexible, scalable, and cost-effective solutions for all workload sizes.