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AI agents improved when model capability curves crossed harness maturity, starting around Christmas 2025. Claude Code reached roughly $1B ARR within six months by seizing this opportunity. Harness-Bench showed a 23.8-point score spread across different harnesses with the same model, proving half the agent is the harness.
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