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TPL-05Operations

Engineering Metrics Dashboard

Most engineering dashboards measure everything and change nothing. Pick four categories, one or two metrics each, and commit to acting on them. If a number wouldn't change a decision, don't put it on the wall.

Delivery

  • Deployment frequency (DORA)
  • Lead time for changes (DORA)
  • Cycle time from first commit to production

Quality

  • Change failure rate (DORA)
  • Escaped defects per release
  • Test coverage on critical paths (not overall)

Reliability

  • Mean time to recovery / MTTR (DORA)
  • SLO attainment on top 3 user journeys
  • Incident count by severity

Team health

  • eNPS or pulse score
  • On-call pages outside business hours
  • Time spent on planned work vs. unplanned

Common pitfalls

  • Tracking lines of code, story points, or PR count. Activity metrics make people game them.
  • Watching the dashboard without ever changing the operating model in response.
  • Comparing teams to each other. Compare a team to its own trend line.

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