Dotan Horovits discusses the challenges of continuous deployment in modern systems, highlighting the frequent outages caused by infrastructure and code changes. He emphasizes the importance of correlating CI/CD events with system telemetry to identify problematic deployments quickly and reduce mean time to resolution (MTTR). Logz.io's Observability Platform has introduced a new Deployments feature in beta, allowing users to correlate deployment events with exceptions and errors flagged within Kibana Discover. This feature involves adding a simple RESTful API call to a CI/CD pipeline, enabling users to attach detailed information about deployments for efficient root-cause analysis. The deployment markers are now available in both the Log Management and Infrastructure Monitoring products, and users are encouraged to try the beta release and provide feedback to improve its usability.