My AI Kept Pushing Me to Ship, So I Asked It Why

A developer working on the Quality Playbook, an open-source AI skill for bug detection, experienced a long series of point releases while using Claude Cowork as an orchestrator. The AI planned scope and dispatched instructions. The developer questioned why the AI kept pushing for shipping. The article explores the reasoning behind the AI's persistent encouragement to release updates.