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Test Analytics & Metrics

Test Analytics & Metrics

All Test Analytics & Metrics articles from iTestResults.

Latest Articles

Test 6 min read

Parsing JUnit XML Reports to Extract Flaky-Test Signals

How to parse JUnit XML in CI pipelines to surface flaky-test signals using Python, SQL, Grafana, and ClickHouse — beyond...

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Metrics 6 min read

Building a Quality Scorecard for Your Org

Create effective quality scorecards to transform test results into actionable engineering insights.

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Metrics 6 min read

The Quality KPI Dashboard Engineering Leaders Actually Use

Turn test results into actionable engineering insights with a robust Quality KPI dashboard for CI/CD pipelines.

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Metrics 6 min read

Coverage as a Vanity Metric: What to Measure Instead

Why test coverage isn’t everything and what metrics truly drive engineering insights.

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Metrics 6 min read

Mean Time to Detect (MTTD) for Test Suites: Turning Test Results into Engineering Insights

Optimize test suite efficiency by measuring MTTD using modern analytics and observability tools. Enhance decision-making with actionable insights.

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Metrics 6 min read

Defect Density vs Defect Trend: Which Tells You More

Uncover the real insights behind defect density and defect trend metrics in modern test analytics.

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Metrics 6 min read

How to Track Quality Over Time (Without Vanity Metrics)

Discover how to track software quality effectively, avoiding vanity metrics, and making data-driven engineering decisions.

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