is there any way you can log the args of each function in a flow?

you can always access the flow run's logger through:

from prefect import get_run_logger

@flow 
def my_flow():
    logger = get_run_logger()

and then log whatever you would like from there. There's isn't really a way to automatically log args of all functions though