These are called Mammatus, or Breast Clouds from their udder like shape. They typically either precede or follow strong thunderstorms and we have been having a lot of storms lately. To read more about this interesting phenomenon there is a thorough but rather technical article in Wikipedia HERE, or a less technical explanation with lots of pictures HERE. You see, it is a good idea to keep looking up.
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