Associating Code With Tests

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.

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Statistical modelingOne-to-One MappingCalibration