Preprint Open access
LatentSift: Policy-State Filtering for Token-Efficient Verification of Software Engineering Agents
Test-time scaling improves software engineering agents by generating multiple candidate trajectories and selecting the best one. Verifying and selecting among these long interactions can consume as many tokens as generation itself. Existing hybrid workflows first apply an LLM-based execution-free (EF) verifier to filte …