During March 2025, Beach contributed to the modelscope/data-juicer repository by delivering a stable, non-functional release focused on improving packaging consistency and documentation clarity. They managed the release of version 1.2.2, updating the __init__.py file to ensure downstream compatibility and reliable builds. Beach clarified documentation around LLM-based score estimation, reducing ambiguity for users and correcting minor errors. Their work emphasized code refactoring and version control using Python and YAML, with all changes linked to relevant issues for enhanced traceability. The depth of their contributions lay in strengthening release management processes and supporting maintainable, well-documented deployment pipelines for future development.