Very interesting set up. Reminds me of a raku kiln. Looking at the pictures I think a lid could be used to trap heat and slow the burn rate just like using a charcoal grill. A terracotta water tray with a hole in the center used under pots matching the fire box could be used for that purpose.
I can envision some burned hands taking the bread out of one of these.