Here are 12 steps you can take now to reduce your tax bill and pay the IRS only what you need for 2022. Maximize contributions to your retirement plan Avoid early withdrawals from your 401(k) ... Take advantage of the gift-tax exemption Boost 529 education savings contributions Take required minimum distributions, or RMDs.