During November 2024, Ilamden focused on security remediation within the monte-carlo-data/apollo-agent repository, addressing a critical vulnerability in the Flask stack. He upgraded the Werkzeug dependency to version 3.1.0 across all relevant requirement files, ensuring the Python environment remained secure and compliant with best practices. This work involved careful dependency management and synchronization of package versions to maintain consistency throughout the codebase. By implementing this targeted security patch, Ilamden reduced exposure to known CVEs and improved the maintainability of the repository. His efforts demonstrated proficiency in Python, security patching, and release hygiene, contributing to a more robust application foundation.