Sometimes low level debugging is a surprisingly pleasant experience as the julia JIT generates proper DWARF debug info. So for instance, you can break in gdb and see the julia source code for any julia generated stack frames, neatly intertwined with the frames of the C runtime.
To be clear, I don't remember needing to do this as a regular user. As an occasional compiler hacker it's been quite nice though.