Building a modern experimentation stack is one thing, but making sure it's functioning properly is a whole separate ballgame. If you have a faulty experimentation stack, you're bringing your data quality down with you. This talk will review the core elements of the modern experimentation stack, indicating how to spot a faulty experimentation stack with a review of alternative solutions.