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In a medium-sized saucepan, heat the milk, cream, sugar, and espresso powder until just about to boil.
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Whisk egg yolks together in a heatproof bowl.
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Slowly pour the cream mixture into the yolks, whisking quickly to temper the eggs.
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Scrape the tempered mixture back into the pan and reheat, stirring occasionally until the mixture thickens a bit, coating the back of a wooden spoon.
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Remove from heat and strain into a heatproof bowl.
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Cover with plastic wrap. Make sure the wrap touches the top of the mixture.
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Refrigerate for at least 3 hours or overnight.
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Transfer the mixture to the bowl of an ice cream maker and follow the manufacturer's directions.
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When ice cream reaches soft serve consistency, mix in the pecans and dried cherries.
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Serve or transfer the ice cream to a container. Place it in the freezer until it hardens.