During December 2024, Nogu focused on improving localization and documentation quality for Japanese users across the langgenius/dify and justjavac/dify-docs repositories. Working primarily with TypeScript and Markdown, Nogu addressed two targeted bugs: correcting the Japanese translation of the 'Detail' label in the application interface and removing an unnecessary yen symbol from the Japanese documentation. These changes enhanced the accuracy and clarity of both the user interface and supporting materials, directly reducing potential confusion for Japanese users. Nogu’s work demonstrated attention to detail in i18n and localization, laying a stronger foundation for onboarding and minimizing future support needs.