The "oh yeah we knew about that" reply releases you from all guilt. If they weren't indoor dogs and they were left in the yard all the time with a known exit, they had to know it was possible they could get out. In fact it would have been mighty nice of them to let you know about it ahead of time!!!

I hope they find their dogs!