wide-events

Wide events are single, high-dimensionality log lines that capture comprehensive business, user, and technical context. They improve observability by replacing scattered, low-dimensionality logs with highly queryable events for easier debugging in distributed systems.

Implement wide events by annotating OpenTelemetry spans with essential context fields. This instrumentation strategy shifts telemetry from scattered logs to single, high-dimensionality events, capturing all relevant business and technical data for improved queryability.

You need wide events when debugging distributed systems and struggling with scattered logs. They correlate events into single high-dimensionality records, enabling you to answer complex queries during incidents by providing comprehensive business and technical context.

Capture essential business, user, and technical context fields within OpenTelemetry span annotations. This ensures each wide event contains the necessary high-dimensionality data to answer complex queries during debugging and incidents in distributed systems.

Common wide events anti-patterns include failing to capture essential context fields and improperly configuring telemetry sampling. Avoiding these ensures your high-dimensionality events remain effective for answering complex debugging queries in distributed systems.

Yes, wide events implementation details cover sampling strategies for OpenTelemetry. Proper sampling ensures that high-dimensionality telemetry events retain their queryability and debugging value without overwhelming system resources in distributed environments.