Cache for Dummies?

I understand the basics of caching – an HTML file is served up instead of having to make a PHP call to the database. But I can’t find anywhere exactly how/when does that happen? Does the plugin go through my pages/posts caching them by itself behind the scenes? Or is a given page just cached only after the first time it’s called?

thanks,
Mike