Basically zero for me. One question though is at what point do taxes become an issue, in terms of (in the US) the IRS becoming interested and ultimately how much they affect income?
You are required to report every dollar earned. Tax will be typical self employment taxes- your income tax rate + (approx 15% * the first 106K you make)