A visual devops application recognizes selection of a set of architectural resources, where at least one of the architectural resources requires two or more infrastructure resources to implement. The visual devops application visually presents a set of architectural nodes representing the architectural resources in an architectural flow diagram. The visual devops application maps the set of architectural nodes to a set of infrastructure resources sufficient to implement the set of architectural resources, and automatically provisions the set of infrastructure resources on one or more infrastructure computers.