Developed comprehensive technical documentation for the Memory System for Agent Collaboration and the Deep Research Engine within the nikbearbrown/Humanitarians_AI repository. Focused on clearly detailing system architectures, components, data flows, and technical implementations, the work established a robust reference point for onboarding and future development. Leveraging Markdown and technical writing skills, the documentation aligned with architectural standards and governance requirements, supporting safer integration and ongoing maintenance. This effort enabled cross-team collaboration by clarifying integration points and system design, providing a foundation for memory-enabled agent collaboration and advanced research capabilities. No bugs were addressed during this period, with work centered on documentation.