How does Scala support distributed tracing and debugging at scale?

Distributed tracing tracks requests across microservices using correlation IDs and spans.

Scala applications integrate with OpenTelemetry to propagate trace context across service boundaries. Each request is assigned a trace ID, and spans represent operations across services. This allows engineers to debug latency and failures across distributed architectures.