test-augmentation

Unbiased bug hunting across multiple dimensions with refutation voting to reduce false positives.

Identifying and closing genuine test coverage gaps systematically.

fan-out parallel research with synthesized results

Creating balanced test coverage for transpilers and language features

Test improvement when you need to identify which code paths are untested and which tests are weak.

Test coverage when you have code without tests and need to bootstrap test suite.