CodeLift: Your Test Suite Is Secretly a Dense SWE Curriculum

Junjielong Xu, Huachao Zhu, Alyssa Wu +2

The pass-all-test binary reward has become a standard recipe for training software engineering agents, but its sparsity eliminates difference of partially correct patches. The test…