It just so happens that we do not normally use an article when we talk of how we travel - on foot, by bike, by tram, by car, by bus, etc. I brush my t e eth with a toothbru s h just as I use a toothbrush to brush my teeth.
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Anonymousby bikeCorrect.
Anonymouswith toothbrushNot correct.