Worked on enhancing cross-platform stability for the Shubhamsaboo/awesome-llm-apps repository by addressing Unicode handling issues in Python scripts that automate git operations. Focused on resolving a persistent UnicodeDecodeError encountered on Windows when processing commit messages containing emoji or non-Latin-1 characters. The solution involved explicitly setting UTF-8 encoding and error replacement in subprocess calls, ensuring robust automation and analytics workflows across platforms. Validated changes on Windows 11 with Python 3.14, while maintaining consistent behavior on Unix systems. Demonstrated expertise in Python, Git, and encoding management, contributing to improved reliability in business-critical automation without introducing regressions or performance impacts.