In August 2025, Kalittokai delivered two key improvements that advance data handling and dependency stability. Split Data Handling Enhancements introduced new functionality for managing split data and included a refactor to support robust processing, improving data reliability and scalability for downstream analytics. Library dependency updates for the lib submodule updated to the latest commits, incorporating external library improvements and compatibility updates, reducing technical debt and ensuring alignment with current ecosystem standards. No explicit bug fixes were documented this month; the focus was on delivering features and keeping dependencies current. Overall impact includes improved data processing reliability, maintainability, and readiness for upcoming split-data workloads, with faster iteration cycles due to refreshed dependencies. Technologies/skills demonstrated include data modeling and refactoring, dependency management, and coordination of submodule updates.