Storage and retrieval

The storage layer provides durable memory for artifacts, objects, vectors, indexes, graph data, key-value state, and warehouse or lake materializations. It supports retrieval, not merely file persistence.

Attach a document or artifact to the entity and workflow that give it meaning. Preserve versions and access context so search and agents retrieve the right material without creating a parallel permissions model.