Blueprint
A4· Closed-loop
Schema Forge ETL
Extracts, normalizes and schema-validates messy documents, repairing anything that fails validation before it ever reaches the store.
Pipeline schematic7 nodes · 7 edges
About this blueprint
Unstructured input is where pipelines quietly rot. Schema Forge extracts fields, normalizes them to a target shape, and validates against a strict schema. Anything invalid loops through a repair pass rather than being dropped or, worse, written half-formed. Only records that pass validation are stored and published, so downstream consumers get a hard guarantee about shape.
Community notes (1)
- OVOrin Vasquez·May 10, 2026▲ 19
The repair loop is the difference between 'demo' and 'prod'. Set the max-repair count or it'll chew tokens on genuinely broken input.