Experiment Decision

Experiment Decision Framework: When to A/B Test vs Ship

Quick Start

/experiment-decision

Then provide:

1. What you're considering building (feature, change, or experiment)
2. Expected impact (metric + estimated improvement)
3. Your concern (is this risky? reversible? controversial?)

I'll walk you through the decision tree: reversibility, hypothesis strength, detectable impact, and risk level. You'll get a clear