How do you A/B test a new feature?

Focus on outlining the A/B testing process step-by-step. Start by defining the feature you want to test and the specific goals or metrics you aim to measure. Discuss how you would segment your user base to ensure a representative sample for both the control and test groups. Explain the importance of statistical significance in your results and how you would analyze the data post-test to make informed decisions. Finally, consider potential pitfalls or biases in A/B testing and how you would address them.