Repository scouting cut coding-agent cost more than learned routing
SuperScout uses a 7B searcher to build a sandbox-verified repository handoff before selecting a frontier fixer; it matched the best model on 159 of 266 tasks at about one-fifth the cost per solve.
Why it matters: Reproducing a failure, locating files, and stripping unsupported claims can add more value than a sophisticated model-routing policy.