Experiment Readout

Core Workflow

1. Identify hypothesis, variants, audience, dates, primary metric, guardrails, sample, and decision rule.
2. Summarize results against the pre-stated decision rule.
3. Separate observed movement, statistical/practical significance, data quality, and interpretation.
4. Check guardrails and unintended effects before recommending rollout.
5. State decision: ship, iterate, stop, extend, or rerun.
6. Capture learning, follow-up questions, and next experiment.

Safety Rules