Authors’ Cut—Shifting Cultural Gears: How to Show the Business Value of Observability

Honeycomb emphasizes that the transition to observability in data systems requires both technical and sociological changes, focusing on how organizations can solve cultural challenges and demonstrate business value. It suggests addressing the frequent paging of staff by adopting service-level objectives (SLOs) to reduce noise and improve focus on critical issues, which requires leadership buy-in and side-by-side experimentation to avoid risking current alert management systems. The text also advocates for the adoption of OpenTelemetry and distributed tracing to enhance debugging efficiency and avoid vendor lock-in, arguing that this approach reduces cognitive load and facilitates quicker issue resolution. It stresses measuring improvements in execution capabilities rather than just the number of bugs, highlighting the importance of metrics like time to recover from failures and time between commits and production. The overall message encourages starting with small steps in observability and leveraging frameworks like OpenTelemetry to align with business outcomes, making a case for continuous delivery and agile practices as foundational elements in this transition.