Blue hour is shorter than you think
In September the useful part of the blue hour here lasts about twenty minutes. The sky and the street lights balance for maybe eight of them. I now set up half an hour before sunset and take a test frame every two minutes, so the right moment is already framed and focused when it arrives.
White balance: fixed at 4300 K. Auto white balance kept pulling the sky towards grey.