Sure it's done frequently. It depends on the size of the SD card, and the frame rate and resolution you choose to record and what your definition is of "too short".
You can watch the live video with Tinycampro.
I have a cam with a 128gb sd card, that records the substream of the cam, and it holds 25 days worth.