For a short story, I prepare a rough outline so I know who the characters are, what they want to achieve, how they do so and who gets in their way. Also whether they overcome this or not. For a novel I do much the same but in far greater detail.
I see my outline as a guide and I know I could go into more detail on it but I like enough information for me to be able to use it to get up and running with my story.