Designing Experiments That Matter
Start with a falsifiable question connected to a sponsor objective. Choose metrics that cannot be gamed, define sample requirements, and pre-register decision thresholds. Use A/B tests, synthetic workloads, or shadow traffic where appropriate. Share interim results candidly, including surprises. When experiments are rigorous, wins become credible, and losses become tuition that sharpens strategy rather than quiet disappointments buried in summary slides.