This was a fun and easy project to help me wrap my mind around some basic electronics principles.
The circuit is made of a few resistors, transistors, capacitors and LEDs. I got the circuit diagram from: http://wild-bohemian.com/electronics/flasher.html
I used Fritzing to help me design the layout. Grab my file here.