Your A/B test won, but you worry about the long term

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Remix

Your change won its A/B test and the team wants to launch, but you are concerned about long-term effects the experiment could not show. What do you do? A good answer names the concern concretely, proposes how to measure it (holdouts, longer tests, guardrail metrics), and shows how you would make the case to stakeholders without blocking progress.

GoogleCulture and valuesLast asked Jan 2026
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