Code‑First Data Lineage: Why Provenance Must Start at Release
The updated Shift Left Manifesto argues that data lineage must start in producer code, not in downstream warehouses. By embedding provenance at release time, teams can answer audit and engineering questions instantly, cutting weeks of detective work. This refocus on code‑level tracing could reshape how enterprises manage sensitive data pipelines.