What version of android are you running? Do you have the latest software updates for the Evo?
So what happens when you open a web page with flash on it? Flash isn't played as a discrete app--it plays on the web page (just like it does on your desktop).
You can go to settings for your browser and change the behavior for having flash auto play, play on demand, or not play at all.