Lakebase branching for CI/CD: lessons from 100 PR databases

Snorkel’s CI provisions an ephemeral Kubernetes environment for every open PR and ad-hoc commit, and each namespace greatly benefits from a near-instant access to a full secure copy of the production database with Lakebase branching.