Issues
Quality issues surfaced by tool execution.
Issues
Issues are data quality problems surfaced by tool execution in the Workbench. When a tool identifies a problem — duplicate records, missing fields, schema violations — it creates an issue in the notebook.
Severity Levels
| Severity | Color | Description |
|---|---|---|
error | Red | Critical problems that must be resolved before proceeding |
warning | Yellow | Potential problems that should be reviewed |
info | Blue | Informational findings that may or may not require action |
Issue Properties
| Property | Type | Description |
|---|---|---|
category | string | Classification of the issue (e.g., duplicate, missing_field, schema_violation) |
message | string | Human-readable description of the problem |
source_event_id | integer | Sequence number of the event that produced this issue |
detail | object | Additional context specific to the issue type |
Viewing Issues
Issues appear in the left panel of the Workbench layout. The panel shows a scrollable list of all issues in the current notebook, sorted by severity (errors first, then warnings, then info).
Select any issue to see its full detail in the preview area below the list. The detail view includes the issue message, category, and a link to the source event that produced it.
Tip: Click the
source_event_idlink in the issue detail to jump directly to the originating event in the event log. This makes it easy to understand the context that produced the issue.