How to wire LEDs and other circuits risk-free

I see a lot of questions about how to wire up circuits, and unfortunately when people ask these questions on train forums, those innocent questions often devolve into heated and unproductive discussions focused on the math and physics involved, or other creative things that overcomplicate the project, and it scares off a number of people, [...]