Analytics & Reporting
Understand test health, execution trends, and maintenance load across teams and projects with live analytics built on your actual run data.
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Health scoring
Monitor pass rates and quality indicators at team and project level.
Performance insights
Review duration metrics, slowest tests, flakiness signals, and execution distributions.
Trend analysis
Track newly created and updated tests over time to measure authoring and maintenance velocity.
Mechasm provides analytics for velocity, reliability, and quality so teams can spot fragile areas, stale tests, and execution bottlenecks before they slow delivery down.
From test runs to actionable signals
The analytics surface is designed to help teams move from raw run history to useful operational decisions.
Team and project visibility
Compare overall health, automation coverage, and quality trends across your testing surface.
Execution performance tracking
Review duration metrics, execution status distributions, and slowest tests before bottlenecks spread.
Maintenance detection
Identify stale, failing, or fragile tests that need attention before confidence erodes.
What makes it useful
The value comes from grounding insights in live project data instead of generic reporting snapshots.
Live data
Metrics are calculated from real execution history, not static estimates.
Tag-aware insights
Filter analysis around important test subsets such as smoke or regression coverage.
Trend visibility
Track newly created and updated tests over time to understand velocity and maintenance load.
Explore the rest of the platform
Dive deeper into the product surface around this capability and see how it connects to the rest of Mechasm's autonomous testing workflow.