It's your technique and experience (most likely).
Things that you can get away with in dry weather won't work in the rain.
Brakes don't work very well when they are wet. People with experience ride change how the ride to accommodate the loss of performance.
Ride around the metal stuff (again an experience thing).
It's possible that (much) wider tires would make riding easier.