Beginnerjob_runs
Measure Background Job Retry and Failure Rate
Find unreliable jobs by comparing successful runs, retries, failures, and tail duration.
See SQL and resultIntermediatejob_events
Find Stalled Background Jobs With SQL
Join job start and finish events to identify work that exceeded its expected completion window.
See SQL and resultBeginnerjob_runs
Measure Queue Wait Time by Job
Separate time spent waiting in a queue from execution duration and compare p50 and p95 delay by job name.
See SQL and resultAdapt the event contract before the threshold
Keep the analysis pattern, but validate table names, field types, business definitions, time windows, and minimum-volume rules against your own events.