The presentation discusses improvements in logging and tracing in Kubernetes, including structured logging, logging security, and distributed tracing using OpenTelemetry.
- Structured logging allows for standardized representation of fields in log messages
- Logging security is improved through dynamic standardization and static checking
- Distributed tracing is introduced using OpenTelemetry for API server requests
The team found scalability issues with events due to their spammy nature, leading to a plan to change the event object to make it scale better. Three years later, the new events API has been graduated to GA and is in use in many components in the Kubernetes ecosystem. The team also worked on performance improvements for kube-state-metrics, reducing latency from tens of seconds to a handful of seconds in really huge clusters.