These are good ideas when debugging lyx-tester:

run with no parallel
run with TeX Live .iso
do not do an apt-get update or dist-upgrade
try to make it so an internet connection is not needed
Either run all from ssh or run all manually (remember the bug of not exporting DISPLAY)