Instrumentation and Rulers

Instrumentation turns judgment into a measurable system. A ruler defines what good looks like and makes progress visible over time.

What we measure

• Alignment between expert and system judgments.
• Quality deltas after model or prompt changes.
• Speed and cost of validation.
• Drift in criteria over time.

Why it matters

Without a ruler, optimization is opinion. With one, improvement is provable.