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Insights-Driven Test Generation

Available only as part of Cloud Pak for Integration 2021.2.1

Insights-driven test generation takes the OpenTelemtry data from a source deployment and compares the observed behaviors to your current set of API Management test cases to find untested and non-obvious behaviors inherent within API calls in a specific environment.

The insight generation process is made up of the following stages:

  1. Training and testing
  2. Scoring
  3. New behaviour generation
  4. Test template generation

During insight generation you'll be able to see the current stage of the generation process on the insights panel:

Insights generation 1 Insights generation 2

Known limitations

  • API Management Spaces are not currently supported.
  • The user currently has to manually refresh the tests page in order to obtain the most up-to-date insights status.