To specify, click this button shown below. It is located in the right top corner of someone's profile and will add that person to your friends list.

He/she will then show up on the list at your profile when visiting it the next time.
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But... if you should feel you made a mistake, you can unfriend that person again just as easily. Simply click that same button again, only it will then look like this:
