An RL-trained 14B file-retrieval agent injected into a frozen coding agent reduces resolved-instance token use by about 19 percent on SWE-Bench Verified with no measured resolve-rate loss.
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CodeGrep: An RL-Trained Retrieval Agent for LLM Coding Agents
An RL-trained 14B file-retrieval agent injected into a frozen coding agent reduces resolved-instance token use by about 19 percent on SWE-Bench Verified with no measured resolve-rate loss.