When a request fails in a distributed system, the failure may have originated anywhere in the call chain. Without distributed tracing, you are debugging in the dark.
Building an observability stack for distributed systems
Logs alone are not enough. Modern distributed systems need traces, metrics, and structured logs woven together. Here is how Stratum built its observability platform.