Preprint Open access
TestGRAD: Evolving Test Suites via Failure Pattern Momentum for SWE-Agent Ensemble
SWE-agent ensembles improve issue resolution by combining candidate patches from different agents with complementary strengths. The central problem is therefore test-based selection: generate tests, execute candidate patches, and identify the best patch. We formulate this process as test-space optimization: evolving an …