well once you have your arduino you can use it to program other AVR chips, even as small at a 8 pin device (look up arduino tiny), so yea it should be simple, little tiny25/45/85, led, maybe a pot to trim timing values and either regulated power, or a simple 3 pin regulator
though it could be done with a 555 timer for about the same size and effort