Female cardinals have a tendency to sit in a tree right outside one
of my windows and to gently fly into the window - repeatedly often
until I put my hand by the window - which scares them off.

I've got several bird feeders out on my property and am not annoyed by
these characters at all, but am very curious.

Does anyone have a good explanation for why they're doing this?