Sanjana Boggaram enhanced the couchbase-examples/vector-search-cookbook and couchbase-tutorials repositories by focusing on documentation clarity, terminology alignment, and output consistency for vector search workflows. She improved vector index documentation and standardized notebook outputs using Python and Jupyter Notebook, ensuring that performance reporting and terminology reflected current optimization phases. Sanjana refactored naming conventions in the smolagents project and harmonized terminology across tutorials, reducing onboarding time and supporting maintainable future development. Her work emphasized clear guidance and traceable commits, leveraging skills in AI integration, data science, and content formatting to create a more accessible and maintainable foundation for Couchbase integrations.