Lakebase branching for CI/CD: lessons from 100 PR databases
Databricks Lakebase enables per-PR database branches, cutting CI/CD test setup from 30+ minutes.
Databricks shares operational lessons from running 100 ephemeral PR-scoped databases using Lakebase branching, targeting the pain of slow or risky CI/CD pipelines that test against production data. The pattern mirrors Git branching semantics applied to data infrastructure. While useful engineering content, this is a product-adjacent DevOps post with limited direct AI research or industry-strategy signal.