In a medium saucepan, combine the coconut milk, peanut butter, brown sugar, curry paste, and fish sauce and cook over medium-low heat, stirring frequently, until the mixture bubbles and thickens, about 10 minutes. Remove from the heat, stir in the lime juice, and let cool. Serve warm or at room temperature. Store in the refrigerator for up to a week and warm before serving.