Well, you can! Easter eggs done with kool aid dye is 1 of the many fun ways to dye hard boiled eggs with different colors aside from the traditional egg dye method.
If you want your eggs to be lighter colored and not as speckled, leave the egg in for about a minute or less, checking the egg until the desired color is achieved.