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 "endpoint": "https://api.z.ai/api/coding/paas/v4",
 "thinking": "enabled",
 "reasoning_effort": "high",
 "temperature": 0.0,
 "max_tokens": 32768,
 "deviations_from_manifest": [
  "Judge is glm-5.3 via api.z.ai, not thinkingmachines/Inkling-Small-NVFP4: the bundled judge model was not available; annotations are a GLM-5.3 read of the same frozen windows/prompts.",
  "z.ai does not enforce response_format json_schema, so the frozen role schema is appended verbatim to the user message after the transcript and replies are validated locally against it (invalid -> retry, 3 draws). System message and transcript text are byte-identical to the manifest.",
  "reasoning_effort 'high' (user's choice 2026-08-20) in place of manifest 'xhigh'; the first 114 windows were annotated at 'max' before the switch - their window_ids are listed in reasoning_effort_max_window_ids."
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