Just as stevvie said, you will kill the apps for a few seconds, but they will just reload again. It kills your battery.
Also, I've noticed that sometimes apps that weren't even running before the killing launch after the killing (i.e. you kill 10 apps, 12 apps launch a couple of seconds later).
Most importantly, your widgets can get messed up, unless you exclude the widget app in ATM.