The Noise Toy is one of the simplest electronic kits I’ve ever seen. It’s an AVR microprocessor on a tiny board–apparently the smallest AVR available. You program it with software to make noises. This requires an AVR programmer and some knowledge of embedded-system programming (although the programming SW they recommend makes it fairly easy).
One thing I don’t get: what’s with the giant power switch?