to enter without prior knowledge/preparation
The new boss walked in cold. He had never worked before in a storage facility, and he had no idea what was expected of him.
I was visiting a friend at his office when I was asked to interview for a position there. I went into the interview cold, of course. I had no idea what questions might be asked or what questions I should ask, but I did well.