How do you pay your taxes if you can’t afford them?

Seeking comments from CPAs, tax lawyers and other tax professionals: What can someone do if they can’t afford to pay their income taxes? Say you have thousands, or tens of thousands of dollars you owe the IRS — what are some tips on paying Uncle Sam if you can’t afford it, and what are the penalties if you don’t pay?