PAUSE: Search-Free Steering of Coding Agents Before Their First Source-Code Edit.

arXiv:2610.29870v1 Announce Type: cross Abstract: Coding agents can invest substantial effort in repository exploration and testing yet still produce unsuccessful patches. Existing online steering methods review trajectories periodically or invoke an advisor w