Primary vs. Guardrail Metrics in Experiments

Tests your grasp of risk management in A/B testing. A great answer defines a primary metric as the goal and a guardrail as a 'do no harm' check. A feature ships only if the primary improves without hurting guardrails.
This question tests your understanding of holistic product impact and risk management, not just optimizing a single number. A strong answer defines the primary metric as the main success criterion and guardrail metrics as critical health checks you don't want to see regress (e.g., latency, retention). A feature ships only if the primary improves *without* a statistically significant negative impact on guardrails. A common red flag is treating guardrail regressions as acceptable trade-offs rather than hard blockers for a ship decision.
Read the original → statsig.com
- #analytics
- #a/b testing
- #metrics
- #product sense
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