# Model Experimentation

Experimentation should be traceable and comparable.

## Rules

- record datasets, parameters, and evaluation outputs
- compare against a baseline, not only against intuition
- separate quick exploration from decisions that affect production
- keep success criteria visible before running long experiment loops

## Smells

- experiments with no saved assumptions
- metric improvement with no product interpretation
- cherry-picked results
