Integration with testing frameworks is achieved by processing the results contained in the reports test runners (e.g., in XML, JSON). The results are mapped to the proper Test issues; if they don't exist then they will be created. This flow is explained in Using Generic Tests for Automation. Xray also supports Cucumber tests natively.
Besides Cucumber, there are currently many testing frameworks available for every language you may think of.
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Summary of features per framework