Prepare your baking pan by lining a 9×9 inch baking dish with parchment paper, leaving some overhang on the sides for easy removal later. Preheat your oven to 350°F (175°C).
Make the crust by combining flour, sugar, and salt in a medium bowl. Cut in the cold butter using a pastry cutter or fork until the mixture resembles coarse crumbs. Press firmly and evenly into the bottom of your prepared pan.
Bake the crust for 15 minutes until it’s just beginning to turn golden around the edges. Remove from oven but keep the oven on.
Prepare the filling while the crust bakes by combining the rhubarb, strawberries, sugar, cornstarch, lemon juice, vanilla, and cinnamon in a large bowl. Stir gently but thoroughly to ensure all pieces are coated.
Make the crumb topping by mixing flour, oats, brown sugar, and salt in a bowl. Cut in the cold butter until the mixture forms small clumps that hold together when pressed.
Assemble the bars by pouring the fruit mixture over the partially baked crust, spreading it evenly. Sprinkle the crumb topping over the fruit layer, covering it completely.
Bake for 35-40 minutes until the filling is bubbling around the edges and the topping is golden brown. If the topping browns too quickly, tent loosely with foil.
Cool completely in the pan on a wire rack for at least 2 hours before lifting out using the parchment paper overhang and cutting into squares.