You are correct that they are not.
But this is due to policy, not physics. It's obvious to shut-down the fossil fuel plants first, but after then, there's no physical reason why they can't keep shutting power plants down.
Anyway, agreed, adding storage is a much better solution than focusing on the management of renewables.