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What are the team goals? The metrics below should be around how to achieve the goal (be aware of Goodhart's law).

Metrics for Development speed

  • Time to production (branch merged to production)
  • Number of merges to master/day
  • Number of bugs
  • Time for first review

System metrics

  • Number of errors
  • Increase of number of requests
  • Increase in usage of product
  • Code coverage

Data Pipeline metrics

  • Duration of process

Data metrics

  • Data freshness
  • SLA
  • Data Vacuum
  • Data usage (Table queries)