3.3.2 doesn't restore state after restart

I use one document with Taskpaper always.
When I close TaskPaper and start it again - it opens default Welcome document.
So, every time when I open TaskPaper I need to close Welcome document and open that one I use.

Is there ability to make it save state before exit?

Yes, please see:

Thank you, it solved my issue