I breadboard the LED with a pot attached, and adjust to my desired brightness, then choose the closest resistor to where the pot is. If you do this, put a 2k in series with the pot so you don't accidentally burn the LED.
I usually end up with 10~20K for regular LEDs and ~50K or even more superbrights.