Worked on the simplyblock-io/sbcli repository to enhance the system’s memory calculation logic, focusing on improving both accuracy and maintainability. Refactored the existing code by removing an unused parameter and simplifying the memory calculation formula, which streamlined the logic and reduced potential sources of error. Updated environment variables to align with new versioning standards, supporting more consistent deployments and easier ongoing maintenance. Emphasized cleaner code paths within the memory management module, which helps minimize future technical debt. Utilized Python for development and applied system administration skills to ensure robust integration of the changes within the broader deployment and operational workflow.