#opentelemetry
2 posts.
Should Metrics Be Pulled or Pushed? Comparing Collection Models
Compare Prometheus-style scraping and OTLP export across convenience, scalability, failure handling, Kubernetes fit, and current hybrid architecture patterns.
observabilitymetricsprometheusopentelemetrykubernetes
Trace Should Not Break When Kafka Is in the Middle
When Kafka sits inside an MSA flow, tracing does not continue automatically like synchronous HTTP calls. This post explains how to propagate trace context through Kafka headers and how to think about producer and consumer instrumentation.
kafkatracingopentelemetryobservabilitymsa