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JIT-Agent transforms agent performance by enabling real-time, adaptive harness evolution, leading to significant performance gains over existing models.
HarnessForge reveals that co-evolving the harness and reasoning policy can lead to substantial performance gains in LLM agents, outperforming traditional adaptation methods.