That seems like an enormous risk. I've in the past spent upwards of 6+ months looking for work, and plenty more people have spent much longer. Given Bay Area expenses, if I quit my income, the first thing I'd have to do is temporarily move somewhere cheaper until I found something. Contrary to all the "shortage of engineers" stories, tech jobs do not, in fact, grow on trees.