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Bring-up on DPU-class platforms treats silicon, firmware, OS software, diagnostics, QA, and packet-path validation as one system. Failures cross layers, so a small diagnostic contract aligns evidence. Release-readiness requires failures isolatable without the original engineer. A classifier sketch walks failures through link, firmware, OS, packet, diagnostics, and QA.
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