Most developers don't have any experience using AI to it's full potential. If only because it's cost prohibitive.
Commanding legions of AI bots to attack problems. The the skills and best practices of using AI as copilot are different than being a Roman emperor managing a civilization and conquest over your enemies.
Specificity of communication is very important. Words - and shades of meaning - matter. Can you explain what it is that should reasonably be built? Do you know how to recognize a bullshit decision with negative benefits, and specify the way around it to get the model to steer into the tracks that you want it to follow?