The shift-left movement has reached data governance. Instead of quarterly audits and spreadsheets, teams are encoding lineage, access policies, and audit trails as version-controlled code in CI/CD. This article covers tools, patterns like dbt tests as governance and policy-as-code with OPA, and real examples.