Worked on the materialdigital/core-ontology repository to enhance AI discoverability, documentation quality, and deployment reliability. Delivered a feature that improved documentation rendering and resolved diagram ID collisions by assigning unique IDs per shape file. Leveraged DevOps practices and YAML to update deployment workflows, ensuring discovery artifacts like llms.txt and sitemap.xml were published at the site root for better AI agent indexing. Enhanced SEO by generating per-page metadata, including canonical URLs and Open Graph data, using HTML and structured metadata standards. Addressed edge-case rendering issues in documentation and streamlined deployment steps to ensure consistent publication of AI-discovery and SEO assets.