Databricks Lakebase: Give Your Agent a Branch, Not Your Production Database

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There's an awkward moment in every agentic data project. The agent works. It writes decent SQL, it reasons about schema, it proposes a migration that looks right. And then somebody asks the question nobody wants to answer: what happens when it's wrong against production?The usual answers are all bad.