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TestGRAD: Evolving Test Suites via Failure Pattern Momentum for SWE-Agent Ensemble.

arXiv:2610.10242v1 Announce Type: cross Abstract: 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 can

arXiv cs.AIResearch source·