Pipeline fan-out generates excessive concurrent warehouse tasks

DAG pipelines triggering many concurrent tasks from a single event, with multiplicative parallel steps that exacerbate scanning, joins, and credit consumption.

Collapse stages by pushing down filters and pruning early. Sequence dependent tasks to avoid redundant materializations. Limit max parallelism per DAG segment with resource-aware settings. Review runbooks after incidents to prevent repeat expansion.