I've found some of my best deals on Orbitz, but I am particular about airlines that I will fly. I'm not much of a fan of AA, and being in the Dallas area, makes finding flights challenging. If you are in an area where you can take Southwest, I would definitely suggest giving them a try (can only get tickets online through their website).

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When you get to the end of your rope, tie a knot and swing.