{
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  "observed_at": "2026-07-29T09:00:00Z",
  "measurement_protocol": "capacity-v3",
  "identity": {
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    "revision": "4d7d59380f327b76e73bc71f40e0c589ad0ca1d5",
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    "gpu": "NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition",
    "gpu_uuid": "REDACTED_GPU_UUID_COMPUTE_A",
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    "primary": "8192 prompt tokens, 64 output-token cap, concurrency 16, 32 requests",
    "protected": "128000 prompt tokens, 64 output-token cap, concurrency 1, 2 requests",
    "request_order": "identical deterministic seed and request index order",
    "functional_gate": "default and tuned preflight artifacts both passed all seven deterministic checks",
    "timing": "client-observed capacity-v3; effective prefill includes queueing/scheduling/first-token work"
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    "default_functional_passed": true,
    "tuned_functional_passed": true,
    "default_capacity_failures": 0,
    "tuned_capacity_failures": 0
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  "decision": "rejected",
  "recommendation": "Do not activate the tune. It loaded correctly and preserved functional behavior, but its three-run primary aggregate throughput mean regressed and it did not meet the 5 percent adoption threshold."
}
