Worked on modernizing the documentation site for the tenstorrent/tt-xla repository, focusing on enhancing search and navigation. Leveraged Python and Sphinx to migrate documentation to a unified Tenstorrent theme, ensuring consistent branding and user experience across sites. Developed a Python-based crawler that indexes documentation pages into OpenSearch during CI/CD deployment, enabling an AI-powered search modal for faster information retrieval. Updated sitemap generation and navigation to improve cross-site usability and SEO readiness. Configured the CI/CD pipeline to maintain deployment resilience, allowing deploys to proceed even if OpenSearch ingest secrets are unavailable, thereby supporting robust and uninterrupted documentation updates.