run-tests

Automated test execution handles running your test suite and applying targeted fixes to failures. It detects the project's test runner, executes commands, diagnoses failures, and repairs code or test-related issues automatically.

Intelligent failure analysis classifies test failures by categorizing them into code bugs, test bugs, or environment issues. This diagnostic classification determines the correct remediation path, ensuring targeted fixes are applied to the appropriate layer of the software.

Stack-aware execution works with Vitest, pytest, JUnit, Jest, and Go. It automatically detects the project's test runner and executes the appropriate commands, supporting multiple language stacks for comprehensive test automation and diagnostic analysis.

Regression prevention is handled by automatically re-running full test suites after applying fixes. This ensures that no new issues were introduced during the remediation process, maintaining code quality and validating the targeted repairs across the project.

Diagnosing test failures across multiple language stacks is best handled by automating execution and failure classification. The system identifies whether failures stem from code bugs, test bugs, or environment issues, providing targeted remediation for each specific problem.

Yes, automated test analysis requires adherence to defined coverage thresholds. This ensures that test execution and diagnostic classification meet specific quality assurance standards, validating that both the applied repairs and the existing code maintain sufficient test coverage.