In this talk we demonstrate Dunnart\footnote{\url{http://www.csse.monash.edu.au/~mwybrow/dunnart/}}, a constraint-based network diagram editor. In particular, we show Dunnart's ability to browse large graphs, such as those used by the bioinformatics community. In Dunnart, constrained network layout is run continuously during interaction. It constantly improves the layout while the user moves or resizes nodes. In this model, constraints are used to maintain non-overlap and preserve the topology of the graph during interaction, preventing shapes from crossing shapes or connectors. The user is able to pause the layout and make manual changes to the topology by holding down the ALT key. Dunnart offers the user constraint-based placement tools for alignment, distribution or separation. These create persistent relationships that will be enforced throughout further editing. Such tools, are useful for drawing attention to important sections of the diagram, or can allow parts of the layout to be constrained to match recognised textbook biological layouts. We demonstrate how the continuous network layout model can be interactively used for exploration of large graphs, showing examples from the biological sciences and software engineering domains. We use a overview+detail model where a fast mostly-unconstrained force-directed layout method is used to layout the entire large network in an overview window. A detailed view shows a dynamic subnetwork of around forty nodes. This detailed view is arranged with our standard topology-preserving constrained graph layout. One of the nodes is considered the active node and we determine a surrounding network, based on graph theoretic distance. Nodes connected (via edges) to parts of the graph not shown in the detailed view are displayed with spikes to indicate the connections to unshown sections of the graph. The user can middle-click on a node to make it the focal node. This will centre the detailed view on it and bring into view the network around it. Once nodes have been shown in the detailed view, their positions are subsequently locked in the overview window during relayout. Their topology and any placement relationships they are involved in are remembered and restored when the user brings them back into view. In this way the user is able to easily move throughout a large network and incrementally tidy and beautify it while exploring.