Building a JAMstack e-commerce website Blog

JAMstack has been a buzz word for a while now. In online forums and chat channels, you'll frequently see similar questions on the subject: What's the idea behind it? What makes up the JAM? Why is it useful? Is it specific to certain frameworks? How can I build a JAMstack website?