Probably depends on which part of the world you're talking about. In Canada, in my experience, we'd most often say something like "I decided to make my lunch everyday (to save money)". To bring a lunch box is also fine of course, but it makes me think of children bringing lunch boxes to school. Brown-bag sounds familiar but I haven't heard it very often. I've lived in Canada, Australia, and the UK by the way.