The article discusses the use of Graphviz, an open-source graph visualization software, to create diagrams with code. Graphviz allows users to describe a diagram using code and have it automatically drawn. The article covers the basics of Graphviz, including drawing graphs, using DOT, and customizing nodes and edges. Graphviz is useful for creating architecture diagrams and modifying them in the future.