In July 2025, Rjian upgraded the sagemaker_studio plugin to version 1.0.19 across multiple directories within the aws/sagemaker-distribution repository. This work focused on cross-directory version management and package propagation, ensuring that all components remained compatible with the latest SageMaker Studio release. By proactively aligning dependencies, Rjian reduced the risk of compatibility issues and maintenance drift, thereby improving both developer productivity and end-user stability. The upgrade process emphasized changelog hygiene and careful package management, leveraging DevOps practices and Python expertise. Although no major bugs were fixed, the work addressed potential issues before they could impact the development workflow.