How does Rails handle large-scale logging and log aggregation systems?

Rails uses structured logging and external aggregation tools for observability.

In large systems, logs are structured (JSON format) and shipped to centralized systems like ELK stack, Datadog, or Splunk. Rails uses lograge to reduce noise and add correlation IDs. Logs are critical for debugging distributed systems and performance analysis.