What does "in detail" mean?

With close attention to particulars; thoroughly. For example, She explained her theory in detail. It is also put as go into detail, meaning “to investigate thoroughly,” as in You know what I mean, so I needn't go into detail. The first expression dates from about 1600, the second from the late 1800s.