Deterministic Correctness Layer Makes AI Agents Safe for Production Data Pipelines
AI agents can speed data‑engineering tasks, but without a deterministic correctness layer they risk silent errors. By validating SQL, schema changes, lineage and query equivalence, the layer lets pipelines stay reproducible regardless of the underlying model, turning AI‑generated code into trustworthy production assets.