Fine-tuning a 30B coding agent on 576 planning-aware trajectories collected under Claude Code improves its SWE-bench score on unseen harnesses (OpenCode +3.4, mini-swe-agent +7.0 with self-plans).
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DCAS: Decoupling CLI Agent Scaffolding to Internalize Planning across Scaffolds
Fine-tuning a 30B coding agent on 576 planning-aware trajectories collected under Claude Code improves its SWE-bench score on unseen harnesses (OpenCode +3.4, mini-swe-agent +7.0 with self-plans).