Asked about Moving data reliably

What quality checks would you put in a pipeline?

An answer that works

Row count against expectation, uniqueness of keys, null checks on required fields, range checks on numerics, and a volume check. The volume check is what catches an upstream failure that still produces structurally valid but nearly empty data.

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