Well, it certainly gets less nerve wracking once one is familiar with the roads. The first few weeks here in the USA, trying to navigate to work on unknown routes made me feel like a beginner again. Now I know the area much better and the goings on at various intersections life is much more comfortable. Another advantage of cycling is the chance to vary the route and explore a bit.
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Get a bicycle. You will certainly not regret it, if you live.