Under a certain conditions a confidence interval for a population mean (or a difference of population means) is related with T-tests for the same population parameter, so that we can see the conclusions of T-tests based on its related confidence intervals.

Under what conditions, two sided tests for a population mean (or a difference of population means) and intervals are related? In other words, under what conditions, can we make the conclusions of T-tests based on its related confidence intervals?