{ "mode": "real loopback HTTP; synchronous local shadow evaluation", "requests": 20, "unchanged_live_responses": 20, "shadow_label_disagreements": 1, "shadow_probability_differences": 20, "shadow_failure": { "http_status": 200, "live_response_unchanged": true, "recorded_error": "ValueError" }, "live_version": "a4692350c5e6d1f231eea8c5eb3354c24276870e73a60922a10abb07abffa5f6", "candidate_version": "22c31b9297103bf62c29b1560bf4b0236a29316bebba13b7e9531675fe76dfdb", "candidate_kind": "recorded baseline bias +1.0 parameter fixture; no new training" }