Add to all of that: this started as a war of conquest. Putin seems to have believed that Russian forces would quickly take Kiev, depose the government, and install a client regime in its place. You don't want to destroy property you think you'll shortly own, so there would have been no point stocking up enough munitions to do so.

The airport raid by SF on the first day of the war arguably came close to success.