And the router is the tool to use to cut these joints. You'll also need a router table to safely make the cuts. Rail-and-stile bits are sold in sets, and raised-panel bits are sold individually.

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Routers are amazing tools, but they are not forgiving. Make a design template and use that to create accurate and identical pieces, each time. Use a 1/4” piece of hardboard as your template.