Well, it isn't impossible, but automatics vary on ease of this. Most automatics will move forward without pressing on the gas if they are in driving gear. Some do this faster than 10mph. Going less than idling speed requires fancy brakework.

It is much easier with a manual transmission. It isn't going forward with some power from you. Ease up on the clutch a bit and give just a bit of gas and you have no problems.