Leonie developed a major pricing model upgrade for Weaviate Cloud, focusing on real-time cost estimates and an in-console pricing calculator within the weaviate/weaviate-io repository. She approached the project by integrating new pricing dimensions and plan structures, updating frontend UI elements, and ensuring seamless console integration. Using Markdown for technical writing and content management, Leonie also refreshed blog visuals to clearly communicate the updated pricing and cost-tracking features. Her work improved pricing transparency and customer decision-making, while supporting product marketing goals. The depth of the project is reflected in the cross-functional collaboration and the traceable, well-documented code commits.