*Season 6 spoiler* - The narrator of the show, which is supposedly broadcast after Bartlet leaves office, says CJ served two terms as press secretary. The writer didn't know that in season 6 she would be elevated to chief of staff, so it would have been more correct to say she served a term and a half as press secretary.
Joshua Malina does not appear in this episode.
The F.B.I. situation takes place on one of the San Juan Islands in Washington's Puget Sound.