A/B Test Power Size

Let’s say you’re analyzing an AB test that has both a test group and a control group.

1. How do you calculate the sample size necessary for an accurate measurement?

2. Let’s say that the sample size is similar and sufficient between the two groups. In order to measure very small differences between the two, should the power get bigger or smaller?