Enterprise Copilot Agent on MCP
End-to-end frontend and backend system design for an enterprise Q&A and action-taking copilot that exposes existing internal APIs through MCP.
End-to-end frontend and backend system design for an enterprise Q&A and action-taking copilot that exposes existing internal APIs through MCP.
Staff-level system design for AI assistants: agent architecture, tool calling patterns, authorization, RAG, and the boundary between LLM reasoning and backend authority.