Explore a technical conference talk that delves into the latest OpenTelemetry developments for monitoring messaging queue systems like Kafka, RabbitMQ, and Amazon SQS. Learn about new semantic conventions and agent modifications that standardize telemetry collection across producers, consumers, and messaging queues. Discover how to achieve comprehensive observability by correlating producer-to-consumer spans with Kafka metrics, implement Kafka Java client instrumentation, and collect JMX metrics. Master techniques for metrics-to-trace correlation, troubleshooting issues like increased consumer lag and partition failures, and analyzing messaging queue performance. Gain practical insights into optimizing asynchronous applications through enhanced infrastructure visibility and monitoring capabilities.