Andromeda Survivors (UP)

When leveling up during a run, you'll be presented with three options. For this, you need to be presented with and then pick a cannon upgrade. This pops up relatively frequently, but you might have to level up a couple times before you get it as an option. It'll say "+1 shot" and should be a top priority pick every time you see it.