Instrumenting a Java service with OpenTelemetry15 September 2026·540 words·3 minsObservability Java Opentelemetry ObservabilityHow to create a useful span in Java with the OpenTelemetry API, attach attributes operators can query, and keep context across an outgoing call.
When the sampler hides the span you need8 September 2026·378 words·2 minsObservability Java OpentelemetryA short note on parent-based sampling, remote sampler poll intervals, and how to check that a missing Java span is a sampling decision — not a missing instrumentation.