Most homeowners and, surprisingly, some plumbers, only use Teflon tape around pipe threads. While this often is sufficient to prevent leaks, it is not the best practice. For more reliable results, always use a combination of Teflon tape followed by thread sealant.
One of the most popular thread sealants is RectorSeal #5.
