Contributed to the skysqlinc/skysql-docs and mariadb-corporation/mariadb-docs repositories by delivering comprehensive documentation updates for SkyCopilot, SkyAI Agents, and MariaDB Exa. Focused on improving onboarding and reducing support needs, the work included a full documentation overhaul, enhanced navigation structures, and the resolution of broken links following directory changes. Leveraged Markdown and YAML to structure technical content, ensuring clarity and accessibility for developers. Detailed the architecture and usage of Hybrid Transactional/Analytical Processing (HTAP) in MariaDB Exa, aligning documentation with cloud standards. Demonstrated technical writing, configuration management, and database architecture skills through incremental, revision-controlled updates.