A team records each customer email as a metric label to troubleshoot individual purchases. Which redesign best preserves useful aggregate monitoring?

Published
  1. Create one separate metric name per email
  2. Increase dashboard refresh frequency
  3. Use bounded labels for aggregate metrics and put individual request context in logs or traces
  4. Hash each email but keep one label value per customer

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