Whether they knew they were going to be backstabbed or not. The demon lord has came to the battlefield herself on her dragon. Could be wrong but it looks like it's the start of the end arc.
So you're telling me an army of tens of thousands just marched up to a bustling city with people on the roofs rebuilding shit and noone noticed them until their started siegeing them MIDDAY? Ok...