Content library changes now apply automatically

July 27, 2026

Summary This release removes the busywork from keeping your content library current. Until now, every change the Living Knowledge pipeline suggested waited in a queue for manual review, and because the volume was high, most teams simply accepted everything anyway. That review step added friction without adding real oversight.

Changes now apply automatically by default. A review task is created only when a change genuinely needs your judgment, and a complete activity log keeps you in control of everything that was applied on its own.

New Features

• Content library changes apply automatically. Updates from Living Knowledge now land in your content library without a manual accept step, so you no longer have to work through a queue of pending tasks. A review task appears only when a change conflicts with existing content or the confidence is low, and a full activity log lets you review recent changes and roll one back whenever you need to.