You can do some programmatic drawing in Flex, but for the most part you need to load in external graphics. Flash is one tool for making (vector) graphics, but you could make them in Photoshop/GIMP.

I use Flex, and it's more intuitive than Flash if you're used to OOP and IDEs (and not used to the timeline), but it probably lacks some graphical capabilities for game programming.