People who can don't get mad and just go with the flow, how do you do it?

Here recently it seems like everything just gets under my skin so quickly and easily. It’s not that I get mad and take it out on others, it’s just the fact that I’m constantly annoyed and stressed. Something as simple as the dogs tracking some mud through the house will just ruin my mood. I know some people who would just...