Thomas Thornton 3/12/2026

AWS Diagram Agent Skill with Draw.io MCP

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The article details the expansion of an AI-powered diagramming agent, previously focused on Azure, to now support AWS architecture diagrams using the Draw.io MCP (Model Context Protocol). It explains why generic auto-generation tools fall short for technical diagrams and how this skill adds cloud-specific logic to produce consistent, readable, and reliable diagrams suitable for real engineering reviews and documentation.

AWS Diagram Agent Skill with Draw.io MCP

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