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Make Layer 1 (the Crust): Preheat oven to 350 degrees F. In a medium bowl, stir together the flour, pecans and butter until the mixture is evenly moistened. Press evenly into the bottom of a 9×13-inch pan. Cook for 20 minutes, then allow to cool completely.
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Make Layer 2: Using an electric mixer, beat together the cream cheese and powdered sugar until smooth and blended. Spread in an even layer over the cooled crust.
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Make Layer 3: Spread the Cool Whip over the cream cheese layer.
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Make Layer 4: In a medium bowl, whisk together the milk and the packages of chocolate pudding mix for 2 minutes, until thick and smooth. Spread in an even layer over the Cool Whip. (It may mix a little with the Cool Whip, that’s okay!)
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Make Layer 5: In a medium bowl, whisk together the milk and the packages of French vanilla pudding mix for 2 minutes, until thick and smooth. Spread in an even layer over the chocolate pudding layer.
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Make Layer 6: Spread the container of Cool Whip evenly over the top of the French vanilla pudding layer. Garnish with mini chocolate chips and chopped pecans, if desired.
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Refrigerate for at least 30 minutes before serving. Leftover cake can be stored, covered, in the refrigerator for up to 4 days.