Making Data Systems Behave - refresh-cadencehttps://makingdatabehave.com/Wed, 22 Jul 2026 14:15:24 +0100Unreviewed Output Is Provisional Outputhttps://makingdatabehave.com/refresh-cadence/2<p>Frequent pipeline runs can create provisional output faster than controls, consumers and recovery processes can accept it.</p>Rob WilsonWed, 22 Jul 2026 00:00:00 +0100tag:makingdatabehave.com,2026-07-22:/refresh-cadence/2refresh-cadencedata-engineeringdataopsdata-architecturedata-governancedata-qualityRefresh Cadence Is a Design Decisionhttps://makingdatabehave.com/refresh-cadence/1<p>Choose pipeline cadence from source change, consumption, recovery and cost rather than treating frequent execution as a default.</p>Rob WilsonFri, 19 Jun 2026 00:00:00 +0100tag:makingdatabehave.com,2026-06-19:/refresh-cadence/1refresh-cadencedata-engineeringdataopsdata-architecturedata-governancedata-quality