We ran it on two of our own agents. OpenSWE Review's precision went from 62.9% to 81.5% with 29% fewer tool calls per review. Engine, fine-tuned on Kimi K3, beat the base model and GPT-5.6 Sol on our issue-detection benchmark.
Fine-tuned agent engine beats base model and GPT-5.6 on benchmark
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