Learn how to architect and deploy a scalable distributed tracing system for cloud-native applications using OpenTelemetry, Data Prepper, and OpenSearch. This guide covers instrumentation, collector design, backend storage, visualization, and best practices for resilient, cost-effective observability in Kubernetes environments.