pick one's way
pick one's way  {v. phr.}
To go ahead carefully in difficult or unfamiliar places; advance with care. 
After nightfall we drove slowly along, picking our way until we found the right turn.
He picked his way across the rough and rocky hillside.
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Source: A Dictionary of American Idioms
