You can do ~ 36" with a gas powered, handheld auger. You will just have to finish to whatever the depth you want with a post hole digger. They have a variety of diameter drill heads, I have a 3", 6", & 8".
I have used Earthquake Auger for 20+ years and have drilled 1,000's of holes. Have only...