Adjusting your withholdings W-4 is the way to go as your social security is continuous. Here is a link to tax caster to assist in generating your W-4: https://turbotax.intuit.com/tax-tools/calculators/taxcaster/
Keep in mind the tax tables will be updated for 2024 accordingly. It is also a good idea to check your withholdings to date anytime.
Submit a request to pay taxes on your Social Security benefit throughout the year instead of paying a large bill at tax time.