You've always had to pay tax on online orders, assuming your state has a sales tax. But no one ever bothered to file the voluntary form, costing the states lots of money that they should have by law.
So states such as Virginia have cut deals with Amazon to collect tax from them. Congress is talking about making it easier for other states to do the same. The era of the tax-free internet is nearing an end.