This blog post presents an independent empirical study of the Codex session management system, detailing findings related to the inefficiency of storage caused by repeated content and presenting innovative ideas for persistent storage optimization. The study reveals that significant storage is consumed by duplicated content and discusses potential improvements such as content-addressed storage and reference-based media. The author hopes to inform further discussions among Codex engineers regarding session persistence and optimization strategies.