Is it stupid to quit without a job now ?

I in admin line. Assuming I do not have commitment except monthly insurance and payouts to my aged parents.

My savings only $10,000. True not bluffing.

I cannot tolerate my current workplace anymore. Is it stupid to quit my job without securing another job ?
The reasons for quitting my current job is long story. Not wanting to repeat.