Ab Testing

A/B testing is the scientific method applied to product decisions. Ron Kohavi's work at Microsoft and Amazon established it as the gold standard for validating hypotheses at scale. For PMs, the discipline lies not in running tests but in designing them: formulating falsifiable hypotheses, calculating minimum detectable effects, and understanding statistical significance versus practical significance. The Lenny corpus emphasizes that elite teams treat experimentation as infrastructure, not an occasional activity.