During January 2025, Hotti focused on improving build stability and dependency management for the Shubhamsaboo/MiniCPM-V repository. Addressing a critical issue in the Python requirements.txt file, Hotti corrected a typo in the tensorboard dependency, ensuring the correct package was specified and preventing potential CI and build failures. This change enhanced reproducibility across environments and reduced time spent on debugging and onboarding. By leveraging skills in dependency management and Python, Hotti reinforced the project’s packaging integrity and build hygiene. The work, though limited in scope, demonstrated careful attention to detail and contributed to a more stable development workflow for the team.