Start with user-visible moments

For most consumer apps, I care first about:

  • launch time
  • feed readiness
  • first useful action
  • interaction smoothness under load

If the team cannot explain how a metric maps to a user moment, it is probably a vanity metric.

Pair performance with risk

Performance work has to fit delivery risk. A 5 percent win that destabilizes a release is usually a bad trade.