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HomeDesigning and Implementing Microsoft DevOps Solutions (AZ-400)Monitoring pipeline health — quick notes
Quick Notes81 words

Monitoring pipeline health — quick notes

Pipeline health — quick notes

MetricQuestion
Failure rateIs it trustworthy?
DurationIs feedback fast enough?
Flaky test rateCan we believe a red build?
  • Flaky tests are worse than failures: they train the team to re-run, hiding real regressions.
  • Long duration changes behaviour — bigger PRs, weaker review — not just cost.
  • The signal is in the trend, not a single run.
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