[KongchangAI]
Conceptactionable metric

Actionable Metric

In product and analytics contexts, a metric that can directly guide decisions and is strongly correlated with core outcomes, as distinct from vanity metrics and from proxy metrics alone.

Timeline (last 90 days)

Oct 13

When evaluating a metric, ask: if a number is optimized to an extreme value, does the real goal improve in tandem? If the answer is no, then it is at best a vanity metric, and using it to drive an agent will inevitably lead to goal drift.

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Oct 13

An actionable metric should be able to directly guide decisions and be strongly correlated with core outcomes (such as bug-fix rate or merge throughput).

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