You can do some things to failure, but I generally don't always do that. Usually I would do a particular exercise (let's say squats) and do something like 12 rep warm-up weights, 10 rep light weight, 8 rep little more weight, 4-6 reps on heavier weight (with a spotter if I was worried)...