Principlev1
When scaling a successful small experiment, change one
When scaling a successful small experiment, change one dimension at a time (duration, frequency, scope, context, or integration) to preserve interpretability.
Why This Is a Principle
Grounds to The behavior of a system arises from its structure, not from (system behavior arises from structure) and Every system is perfectly designed to get the results it (every system is designed for its results). Single-variable changes preserve causal clarity when scaling.