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  • Statistical Modeling
  • One-to-One Mapping (with OpenTelemetry)
  • Calibration (with Sequential Testing)

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  1. Test Optimization
  2. Technical Overview
  3. Test Optimization Mechanism

Associating Code With Tests

PreviousTest Optimization MechanismNextStatistical modeling

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SeaLights intelligently maps tests to their corresponding code sections, enabling efficient test selection. Here are the three primary methods employed:

Statistical Modeling

  • Leverages machine learning and AI to analyze each test's impact on code during parallel testing.

  • Gradually refines code-to-test mapping for increasing accuracy and efficiency over time.

One-to-One Mapping (with OpenTelemetry)

  • Uses OpenTelemetry instrumentation to capture data on every application operation.

  • Precisely maps tests to code methods based on comprehensive request tracking throughout your system.

Calibration (with Sequential Testing)

  • Employs sequential testing to simulate one-to-one mapping results.

  • Offers immediate and accurate mapping but can be time-consuming compared to other methods.


Statistical modeling
One-to-One Mapping
Calibration