Dan picking up the cat before going into Frank's house was unrehearsed. Ryan Gosling saw the stray cat during the filming to the scene, and picked it up. Because Dan's cat died a few scenes before, the filmmakers thought it was perfect for the film and put it in the final cut.
Rachel McAdams came to visit the set during the filming of the bar scene. Running low on bar extras, to help the producers out Rachel hopped in to help make the bar look busy. Her scene never makes the final cut.
(According to the filmmakers' commentary on the DVD) the film was shot hand-held, except for a short sequence in Dan Dunne's apartment. The sequence in Dunne's apartment happens when he is not there, and it contains all static shots. These static shots were shot on a tripod.
Was originally made as the short film Gowanus, Brooklyn (2004), which won an award at the Sundance Film Festival. Shareeka Epps and Karen Chilton reprise their roles as Drey and Drey's mother. Matt Kerr, who plays the substitute teacher Mr. Light in this film, played Mr. Dunne in the original short.
The school used in the film (with the bright "Neon Celery" and "Key Lime" colored classroom doors), was painted by students from the school through an innovative nonprofit youth development program called Publicolor in NYC.