During November 2025, Huangin contributed to the gravitational/docs-website repository by delivering the MCP Page Service Icons Enhancement, which introduced new Hashicorp Vault and Notion icons to the MCP page. This work focused on improving service visualization and user comprehension by aligning iconography with the existing design system. Huangin utilized React and TypeScript to implement front-end UI updates and integrated new assets, ensuring consistency across the documentation site. The enhancement laid the groundwork for broader iconography improvements and was fully traceable through linked commits in Git. While the scope was focused, the work demonstrated attention to design alignment and maintainable code practices.