I've gotten to level 42 on my third run or so without any crashes, and I'm playing with a bunch of mods.
Do you have any outdated mods enabled, or multiple versions of a mod (i.e. FoxLib)? That could cause issues. Perusing your settings to make sure everything looks sane there may be advisable (i.e. don't have too high of a pawn count for your PC/etc.). Maybe something story related is trying to trigger, at a bad time and place? (Let a few days pass in-game and then try again.) Some ideas!
Otherwise, if crashes are unavoidable but random, you could enable: Main Menu -> options -> Difficulty Settings -> Saving in dungeons. Then, just try to quicksave often, as you progress.
Oh, might be worth it to post some more info. What system are you playing on, if installed? Or, is it in-browser? Any non-default settings that could potentially be a factor? Mods (how many, which ones)? A relatively fresh save/character, or an old one? If you're using the Itch app, are you playing it sandboxed?
Last suggestion - you could export your save file (always good to have backups, anyway), reinstall the game freshly, and try again.
Hope this helps, or that someone else can help further. c: