Evaluation Over Vibes

If a system feels good but performs inconsistently, it will eventually erode trust.

The quiet path

• Pick a single metric that represents the user promise.
• Run a small, repeatable evaluation set.
• Record outcomes and decisions in plain language.

That is enough to steer.