agent.run

{
  "feature": "support_bot",
  "user_id": "u_410"
}

{
  "model": "claude-opus-4-7",
  "feature": "support_bot",
  "user_id": "u_410",
  "tokens_prompt": 40,
  "tokens_output": 253,
  "tokens_total": 293,
  "input": "Summarize the Q3 earnings report attached. Focus on revenue, margin, and guidance.",
  "output": "(answer to: Summarize the Q3 earnings report attache…)",
  "eval_scores": {
    "Hallucination": 0.7482595283072442
  },
  "hallucination_details": {
    "claims": [
      {
        "text": "Globex Logistics is the lowest-cost vendor for SKU 88-A.",
        "verdict": "contradicted"
      },
      {
        "text": "The quoted unit price is $14.20.",
        "verdict": "contradicted"
      },
      {
        "text": "Delivery date is 2026-06-28.",
        "verdict": "supported"
      }
    ],
    "supported": 1,
    "contradicted": 2,
    "unsupported": 0,
    "total": 3,
    "score": 0.3333333333333333
  }
}

{
  "model": "claude-opus-4-7",
  "feature": "support_bot",
  "user_id": "u_410",
  "tokens_prompt": 374,
  "tokens_output": 164,
  "tokens_total": 538,
  "input": "Given the customer ticket below, draft a refund response that follows policy P-204.",
  "output": "(answer to: Given the customer ticket below, draft a…)",
  "eval_scores": {
    "Hallucination": 0.7099698221776634
  }
}

{
  "tool": "calculator",
  "feature": "support_bot",
  "user_id": "u_410"
}

{
  "tool": "search",
  "feature": "support_bot",
  "user_id": "u_410"
}