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Preheat the oven to 350 degrees. Lightly butter or oil six 8-ounce ramekins.
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Combine the peach chunks, pitted and halved cherries, lemon juice, vanilla, salt, 1 tablespoon of the agave, and 1/2 teaspoon of the cinnamon in a medium size bowl. Set the mixture aside.
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Separately, mix together the oats, almond flour, sliced or slivered almonds, the remaining 1/2 teaspoon of cinnamon, the remaining 3 tablespoons of agave, and the melted butter or margarine.
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Spoon the fruit mixture evenly in the bottom of the 6 ramekins. Add the crumble on top, spreading it out a bit so it doesn't all clump in the center of the ramekin.
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Bake for about 30 minutes, until the fruit is bubbling at the edges and the crumble topping is getting golden brown.
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Cool down for a few minutes before serving, or serve room temperature.