And it makes you predictable. Your static city selection means your forces are predictable, and predictable means vulnerable. Note Caesar's near death in Chocula. The only thing that prevented his annihilation was a guess that the enemy had prepared for him. The same goes for anyone that is too set in his ways.
In other words, no single solution works over the long term. All static positions have weaknesses that can be exploited.