Actually, neither += nor *= nor any of the similar operators is mutating in general. They all create a new value which is independent of the previous values because:
x += y
is transformed into
x = x + y
which creates a new value which just happens to also be called x.
This is a common misconception about Julia because those operators are mutating in many languages, like Python for example.