list_schema_fieldsObserved order_id, customer_id, and order_total.
EVIDENCE-FIRST SCHEMA CHANGE PREFLIGHT
SchemaShield turns catalog context into a reproducible risk decision, compatibility artifacts, and an approval-gated writeback plan.
This browser experience uses synthetic OFFLINE SNAPSHOT fixtures. It does not connect to, read from, or mutate a live DataHub instance.

SEPARATELY VERIFIED LOCAL ROUNDTRIP
A controlled run against local DataHub OSS v1.6.0 seeded three synthetic DEV datasets, inspected schema and two-hop lineage, then applied and read back a risk tag and decision document.
list_schema_fieldsObserved order_id, customer_id, and order_total.
lineage.get_lineageVerified one-hop and two-hop downstream dependencies.
add_tags · save_document · get_entitiesApplied approved synthetic writebacks and read them back.
Each case is a committed synthetic catalog snapshot. The same deterministic core used by the command-line replay evaluates it here.
Risk, evidence references, and generated SQL come from the offline core. Nothing shown in this section was read from or written to DataHub.
Select a case and run the preflight to reveal its decision and evidence chain.