LatentSift: Policy-State Filtering for Token-Efficient Verification of Software Engineering Agents.

arXiv:2609.36371v1 Announce Type: cross Abstract: 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