SFE has an Arduino buying guide [here.
The Arduino folks have a web page at http://www.arduino.cc/.
And the short answer is: a series of little AVR boards with an IDE and C++ library, with a bunch of plug-and-play daughter boards.](http://www.sparkfun.com/commerce/tutorial_info.php?tutorials_id=148)