Scaling Pain Points in the World of Observability

Explore the critical challenges organizations face when scaling observability systems in this 22-minute conference talk from CNCF. Discover how telemetry fragmentation across different tools creates correlation difficulties, leading to missed alerts, unclear root causes, and degraded customer trust. Learn about the collaboration problems that emerge as observability scales, where developers spend more time searching for signals than solving actual issues, ultimately draining productivity and slowing delivery. Examine common scaling challenges including dashboard noise and onboarding friction, while understanding their hidden costs for both teams and business operations. Gain insights into how open standards like OpenTelemetry can address some of these issues and identify where gaps still remain in current solutions. Walk away with practical insights, community-sourced lessons, and a clearer understanding of how to build observability systems that empower teams rather than overwhelm them.