Worked on enhancing the agent registry documentation for the microsoft/multi-agent-reference-architecture repository, focusing on clarifying the distinctions and use cases between centralized and distributed registry architectures. Used Markdown to deliver comprehensive updates that guide users through architectural decisions and onboarding processes. The documentation improvements included formalized guidance on agent validation, addressing security considerations in the registration process and aligning with best practices for multi-agent systems. By concentrating on documentation as a core skill, the work improved the clarity and robustness of the project’s onboarding and maintenance materials, supporting both new and existing contributors in understanding and implementing secure agent registration workflows.