How to debug your experiments and feature rollouts

Digital experimentation, crucial for product innovation and growth, often faces challenges such as inadequate sampling, biased experiments, and technical errors that can skew results or derail projects. To navigate these issues, implementing strategies like ensuring proper sampling, defining clear success metrics, monitoring user exposure, managing overlapping experiments, and debugging technical issues is recommended. Statsig offers a comprehensive suite of tools that assist in addressing these challenges by providing sampling and segmentation capabilities, a metrics catalog for standardization, real-time user exposure insights, and technical debugging support. These features help maintain the integrity of experiments by ensuring consistency, reducing false positives, and providing real-time feedback on experiment health. By leveraging Statsig’s platform, teams can perform digital experimentation more effectively, enhancing their ability to derive valuable insights and drive growth.