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My bike and gear are almost entirely black, and I ride in the dark all winter. (5am and 5pm)
>bright flashing tail light
>bright headlight
>reflective tape
>reflective tires
Another thing that helps a lot is keeping a very regular schedule; you'll encounter mainly the same people at the same places and times every day. Less surprises for everyone.