During November 2024, work focused on enhancing the materialdigital/core-ontology repository by developing an Interactive Documentation Playground for Pattern1 and Pattern2. This feature integrated interactive playground links directly into the Markdown-based documentation, allowing users to create and validate manufacturing process instances and quantity values within a web editor. The approach emphasized improving documentation usability and streamlining onboarding by enabling hands-on exploration of defined patterns. Leveraging skills in web development and documentation, the implementation reduced friction for new users and accelerated pattern validation workflows. No critical bugs were addressed during this period, as efforts centered on feature delivery and documentation improvements.