The right person is technical enough to build credible examples, clear enough to teach technical concepts simply, and curious enough to experiment with emerging agentic workflows before the playbook is fully written. Working knowledge of AI development techniques, tools, and frameworks, including Model Context Protocol (MCP), Retrieval-Augmented Generation (RAG), Agent Skills, LangChain, and LangGraph.