AWS DMS

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   Snorkel AI uses Lakebase branches for isolated PR databases

   Databricks Blog reports that Snorkel AI uses ephemeral Lakebase branches for each pull request in its Kubernetes-based CI pipeline, allowing tests to run against production-like data without sharing databases. The vendor says provisioning dropped from over 20–30 minutes to a target of under 60 seconds at p95, while the p95 result remains marked for verification and rollout reached 60–70 developers.

   Databricks Blog · 🔥 9

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