Kubernetes, microservices, and distributed systems are fundamentally changing the conventional landscape. Traditional site reliability techniques like metrics, instrumentation, and alerting need to be supplemented with other signals, such as tracing which is integral to observability. Further, they need to be correlated to enable troubleshooting, both proactively and reactively, be able to do more in-depth Root Cause Analysis, cater to multiple personas, and so on.
