Place edamame into a large pot and cover with salted water. Place over medium-low heat, bring to a simmer, and cook until tender, about 5 minutes; drain.

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Puree garlic in food processor until minced. Add edamame, tahini, water, cilantro, lemon juice, olive oil, kosher salt, cumin, and cayenne pepper; blend until smooth.