Actually, far from getting gutted, American military spending significantly increased during the 1930s under FDR, even in his first term. It almost doubled as a percentage of GDP, and also increased in absolute terms, though not by as much.
And that’s why we had obsolete dive bombers and fighter planes and no real heavy tanks. Where did you get this info?