How to legitimately lower your tax payments

Tax is a tricky subject. At one level I get the concept that paying general tax helps our elected politicians to finance the services that most agree are key to civil society.
Policing, rescue services, health and prisons are just some of the elements in a modern democracy that require adequate funding.