Toast pecans in butter. Mix eggs, sweetened condensed milk, and maple syrup in a heavy sauce pan. Bring mixture to a boil. Add toasted pecans, continue stirring till thick. Watch closely so it does not scorch.
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When thick, pour into graham cracker pie crust. Cool.