Worked on enhancing the reliability and user experience of storage operations within the agiresearch/AIOS repository, focusing on backend development using Python. Addressed a critical bug in the StorageManager component by improving error handling and refining user-facing messaging during storage workflows. This update reduced ambiguity in failure scenarios and made operational issues more transparent to users. The solution leveraged data serialization techniques and robust error handling to ensure predictable behavior. Validation was performed through targeted testing, confirming the effectiveness of the new error paths. The improvements led to clearer user feedback, fewer support tickets, and more stable core storage functionality overall.