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The author reveals that Claude Code's advantage lies in its 'harness' rather than the model itself, and open-sources a rebuilt version of this harness for DeepSeek V4 to improve its coding capabilities.
The article highlights that agent harnesses cause a 30-50 point performance swing compared to model selection, arguing that teams should focus on instance-level verification rather than just model names.