Worked on the Allocator-Registry repository to enhance documentation around automation processes, focusing on improving onboarding and operational clarity. Developed a new Automation section in the README using Markdown, detailing the use of bot service accounts for automated JSON record maintenance. This update included explicit references to the relevant bot repository, enabling easier cross-team collaboration and supporting future automation efforts. The work emphasized documentation as a technical skill, ensuring that processes for maintaining JSON records were transparent and accessible. No bug fixes were recorded during this period, as the primary contribution centered on documentation-driven improvements to support automation readiness.