The prototype derives and stores it silently. Production needs account lookup and workspace creation APIs.

URL validation, connecting, success, and retry are simulated. Production needs OAuth, permission checks, and ingestion.

Only filenames and staged status persist. Production needs secure transfer, scanning, storage, parsing, and upload limits.

Projects and source activity are local demo records. Production needs project APIs plus live indexing status.

Drafts survive reload through browser storage. Authenticated server drafts are needed for cross-device resume.

The dashboard opens a guided preview. Production needs the supported assistant setup and credential flow.