Experiments
Data Science
Guides
7 Steps to Better Experiment Design
Luke Sonnet
Apr 1, 2026
0
min read
Poorly planned experiments waste time and lead to bad decisions.
In this free guide: 7 Steps to Better Experiment Design, Luke Sonnet distills years of industry experience at X/Twitter, Facebook, and GrowthBook into a practical, easy-to-follow checklist that helps you:
- Design experiments that produce statistically valid insights
- Avoid false positives and inconclusive results
- Build confidence in your data and decision-making
It’s the ultimate pre-flight checklist for engineers who want to move fast without breaking their analytics.
Get the Guide
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