Ask HN: Cross-platform smartphone development

With the rise and mainstream acceptance of smartphone apps, are developers targeting a specific platform and sticking with it or is it more common for a developer to focus on spreading their apps to as many platforms as possible? If cross-platform development is your choice, what tools, techniques or approaches do you take to make this easier without reducing quality?