Lily, yeah--hate it when that happens. An infection has set in: that's definitely not the typical Sharry Baby spotting.
You'll have to do the usual thing, cut the leaf tip with sterile blade, etc. etc.
Besides constant spraying, I know of no other way to keep that stuff from happening.