HF Daily Papers
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DCAS: Decoupling CLI Agent Scaffolding to Internalize Planning across Scaffolds
CLI-based software-engineering agents have matured rapidly, yet the open ecosystem has converged on a single training environment: trajectory datasets used to fine-tune open models are collected almost exclusively under OpenHands. Models fine-tuned on this data score well under OpenHands but degrade