During February 2026, contributed to the rerun-io/rerun repository by developing an external webpage demo featuring a live 3D Rerun viewer, enabling users to interactively explore data and inspect models in real time. This work leveraged Python for backend integration, web development techniques for embedding the viewer, and interactive design principles to enhance user experience. Additionally, improved the documentation for DynamicArchetype usage by correcting example syntax and clarifying implementation steps, making onboarding smoother for new users. Focus remained on feature delivery and release-readiness, with changelog and labeling improvements to support maintainability and clear communication in future releases.