Tax adjustments in Odoo 15 allow users to manually adjust tax payables to reflect the correct tax liability. Users can access tax adjustments from the Accounting menu and fill out a popup to provide details of the adjustment like the name, accounts, amounts, and adjustment type. After creating the adjustment, it can be posted to a journal entry and viewed on the accounting dashboard. The tax report configuration can also be edited to add new report lines for tax adjustments.