Tools
Distributed Tracing In Spring Boot Without Opentelemetry 2025
You do not need OpenTelemetry SDKs to get distributed tracing in Spring Boot. Generate your own trace IDs at the boundary, propagate them through HTTP and async flows, enrich logs via MDC, and log lightweight JSON spans that tools like Kibana or Grafana can visualize.
Source: HackerNoon
