Wide Event Observability FAQs

Question 1

What are wide events or canonical log lines?

Accepted Answer

Wide events are single, structured log entries that capture the entire context of a request—including technical metadata, business attributes, and error details—into one queryable record.

Question 2

Is this skill compatible with existing loggers like Pino?

Accepted Answer

Absolutely. The implementation guide shows how to integrate wide event logic with popular loggers like Pino to output structured JSON for ingestion by CloudWatch, Datadog, or Honeycomb.

Question 3

Does this handle PII and sensitive data?

Accepted Answer

Yes, it includes a dedicated schema discipline and a redaction layer to ensure that secrets, passwords, and personally identifiable information (PII) are either removed or hashed before logging.

Question 4

Can I use this with OpenTelemetry?

Accepted Answer

Yes. This skill provides specific patterns for enriching OpenTelemetry spans with business-specific attributes, ensuring your tracing data is useful for business analysis.

Question 5

How does tail sampling save money?

Accepted Answer

Tail sampling makes the decision to keep a log after the request finishes. This allows you to keep 100% of errors and slow requests while only keeping a small percentage of successful, 'boring' traffic.

Wide Event Observability

Key Features

Use Cases

Wide Event Observability

Key Features

Use Cases