Its definitely possible.
My 2nd child was born just months before I quit my job to work full-time on my startup. My co-founder also had his first kid at the same time. We worked like crazy this last summer and just recently closed our first round of funding.
Perhaps we were crazy (our wives definitely thought so) but we pulled it off. We're also only in our late 20's :)