I've recently made the switch from pencil to liquid eyeliner since it has more staying power and gives a much more precise line. It does take some practice to get the hang of, though, and while I'm a lot better at it now, there's still a process of trial and error.

Thank goodness I just got a new liquid eyeliner that's a lot easier to use: Kat Von D's Tattoo Eyeliner.