Not sure if it is a bug or not, but the shop restocks when you toggle between buy and sell. So once you get rolling with bombs: you start clearing levels faster -> you earn more money -> You can buy more bombs!
The winning strat for the first wizard is to sell off the telescope and buy bombs, which feels a tad unfair haha.