How often should I exfoliate?

How often do you exfoliate?

I'm currently using a scrubbing exfoliator about once a week... but where do I see

I've heard that exfoliating isn't good for the skin. I'm wondering when and how often I should do it. Also, please recommend a product that can exfoliate without irritation.