Introduction

Measuring an Agile team is easy. Measuring something useful about an Agile team is hard. The wrong metrics drive the wrong behavior — teams optimize for what is counted (velocity, hours, story points) at the expense of what actually matters (customer outcomes, learning rate, system health). Goodhart's Law shows up the moment a measure becomes a target.

The metrics in this hub are organized around what they reveal rather than what they count. Some point at product strategy (OKRs, North Star), some at customer behavior (pirate metrics, NPS, journey health), some at the health of the team itself (happiness, maturity radars). Used carefully, they help teams steer. Used carelessly, they become the next thing to game.

Topics

Using Metrics Honestly

The first rule is to know what each measure is for. Outcome metrics (revenue, retention, NPS) describe the world the team is trying to change. Output metrics (velocity, deploys per week) describe what the team produces. Health metrics (cycle time, happiness, defect rate) describe the team itself. Confusing the three is how teams end up celebrating velocity while shipping the wrong things.

The second rule is to measure with a hypothesis. "We think shorter cycle time will improve customer satisfaction" is a hypothesis worth testing. "We measure cycle time" is a number waiting to be optimized in isolation. The metric earns its place by being tied to a decision — what would the team do differently depending on what the number says?

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