If you want to live a programmer's lifestyle in San Francisco, then by all means keep your programming job.
For my part, I decided that not having to enter comments into a spreadsheet marked 'Game Changers' was well worth a 75% pay cut.
The 'realities of business' are not expensive for a sole proprietorship, if you are frugal. At $10/k a month, I could live like a king.