If federal debt isn't important, then why do we still have taxes?

Since 2000 the federal debt has increased at an incredible rate. I see lots of people arguing that the federal debt isn't important so long as it's issued in fiat currency.

If this is the case, and the size of the national debt isn't important, then why do we tax people and businesses? We could stop taxing and just allow the debt to increase faster.