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1
Preheat oven to 350 degrees F (175 degrees C). Grease a 9x13-inch baking pan.
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2
Mix brown sugar, sour cream, 2 tablespoons butter, and cornstarch in a heavy saucepan over medium heat. Cook, stirring constantly, until the mixture comes to a boil. Remove sauce from heat and stir in 1/2 teaspoon vanilla extract; set praline sauce aside.
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3
Place 1/2 cup melted butter into a large mixing bowl; stir in vanilla ice cream. With an electric mixer, beat eggs into ice cream mixture one at a time, adding the second egg after the first has been incorporated. Stir in 1/2 teaspoon vanilla extract.
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4
Whisk flour, graham cracker crumbs, white sugar, baking powder, and salt in a separate bowl until thoroughly combined. Stir flour mixture into ice cream mixture by thirds until batter is smooth.
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5
Pour batter into prepared baking pan and drizzle top of batter with half the praline sauce.
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6
Bake in preheated oven until cake is lightly browned and a toothpick inserted into the center comes out clean, 25 to 30 minutes. Cool cake in pan on a wire rack.
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7
Place remaining praline sauce over low heat to warm; stir in pecans. Drizzle warm praline-pecan sauce over cake. Serve with dollops of whipped cream.