> They were used to test the bombs and make sure no such war happens again

The two cities were already on a "to be bombed" list and were the 73rd and 74th Japanese cities to be utterly destroyed by bombing.

So, Yes - they were literally used to test the bombs.

The "and make sure no such war happens again" is more of a post WWII retcon of the Cold War era.