During November 2024, Benoît Bonche enhanced observability in the ansforge/SAMU-Hub-Sante repository by developing a Message Dispatch Metrics and Use-Case Tagging feature. He introduced new constants and a publishMetrics method within the Java-based MessageHandler, enabling extraction of use-case information from message content and recording of detailed telemetry. This backend development work focused on metrics and monitoring, laying a foundation for granular analytics, faster troubleshooting, and data-driven SLA tracking. The integration was clean, minimizing risk to existing workflows, and established groundwork for future dashboards and alerting, reflecting a thoughtful approach to maintainability and extensibility in backend systems.