When my stamp card gets full, do I automatically start collecting stamps on a new stamp card?

Yes, your stamps and progress is updated automatically, and you earn a stamp for every 60 euros spent. E.g. if you have five stamps on your current stamp card, and make a purchase worth of two stamps, you will get the current stamp card full and the first stamp on your next stamp card.