Maybe I agree to the part where you can fight with only 1 army while the ambusher can bring everything (including non stealth units).

But why are ambushes lasting more than 1 turn?

Or if they do last more than 1 turn, at least allow reinforcements to be brought in.

Also, the lack of any documentation on ambushes in the encyclopedia is not great.

turn 2 of combat