Remember, discipline means teaching to your rules.
It is not "being punitive". That's key. Should you yell at, smack or punish your baby? No. That won't be effective. Should you discipline them? Sure. If they are doing behaviors that you want to encourage, then you should pay more attention. Early on, positive reinforcement works best. Later, time outs work as negative reinforcement.