Do you need to reserve a primitive camping site prior to hiking?

Although it is categorized as primitive camping in a wild forest, it's difficult to find a spot if you are pulling a camper I stayed in the trailhead parking areas, but you have to be willing to encounter rangers that will let you know that parking spots are not for overnight use

Nope

You don't need to reserve a spot. But parking is tough

No not for hiking.