December 2024 monthly summary for RiVaPy: focused on ensuring notebook compatibility with the latest pyvacon package and maintaining stability. The work reduces friction for data science users by ensuring notebooks run without import errors and beta-warnings, aligning dependencies, and removing unused specifications to streamline execution.