During their recent work, the developer focused on maintaining and improving reliability in two open-source projects. For searxng/searxng, they updated Openverse integration by revising API and website URLs, ensuring continued accuracy of search results and reducing the risk of future regressions. In pocket-id/pocket-id, they addressed a localization issue by correcting Traditional Chinese display name punctuation for Taiwan, enhancing user experience during language selection. Their contributions centered on configuration management, frontend development, and internationalization, utilizing Python and TypeScript. The work demonstrated careful attention to stability and user-facing quality, with targeted bug fixes rather than new feature development over the period.