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Driftless keeps two narrow background jobs around governed context and commercial operations: Librarian and platform-owned source monitoring.

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Librarian

The Librarian tends the knowledge graph. On a weekly sweep it produces a suggestion report: topics to promote, duplicates to merge, dead anchors to prune, and disconnected areas to link. It is an advisor by default. With librarian_autovouch enabled, high-confidence, human-authored Notes can be promoted automatically. The action is attributed and reversible, and appears in Applied for review.

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Steward

The Steward monitors collection records whose source material can change. It recomputes source fingerprints on its configured cadence and opens bounded review work when a source has drifted. It does not replace the collection’s criterion or make an external write on its own.

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How they run

These jobs run server-side on inference Driftless operates. Shared runtime and historical run records remain internal operational data; Driftless does not expose a customer-facing run console or roster. In the dashboard, open Settings → Background Workers to enable Librarian or Steward and configure Librarian’s Auto-merge option.