Make the dressing. In a blender or small food processor, blend all ingredients until smooth. Set the dressing aside. This will make roughly ½ cup of dressing, and you only need ¼ cup. Save the rest for another day!
In a large bowl, toss arugula with peaches, goat cheese, sliced almonds and croutons.