During January 2025, Juvenile328 developed a soft delete mechanism and improved host assignment updates for the Holo-Host/holo-host repository. Leveraging Rust for backend and API development, they introduced timestamp-based soft deletion for workloads, allowing safe data lifecycle management without immediate data loss. Their approach ensured that workloads were removed from all hosts before reassignment, reducing deployment drift and stale bindings. By focusing on database management and robust update flows, Juvenile328 enhanced data integrity and rollback safety across environments. The work demonstrated a thoughtful approach to backend reliability, addressing both operational consistency and the need for predictable deployment processes.