agent.run

{
  "feature": "support_bot",
  "user_id": "u_438"
}

{
  "model": "claude-opus-4-7",
  "feature": "support_bot",
  "user_id": "u_438",
  "tokens_prompt": 557,
  "tokens_output": 146,
  "tokens_total": 703,
  "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": 0.810233420645818
  }
}

{
  "model": "claude-opus-4-7",
  "feature": "support_bot",
  "user_id": "u_438",
  "tokens_prompt": 536,
  "tokens_output": 193,
  "tokens_total": 729,
  "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": 0.9733090419787914
  },
  "hallucination_details": {
    "claims": [
      {
        "text": "Q3 revenue was $4.2B.",
        "verdict": "contradicted"
      },
      {
        "text": "YoY growth was 38%.",
        "verdict": "contradicted"
      },
      {
        "text": "Operating margin expanded to 27%.",
        "verdict": "unsupported"
      },
      {
        "text": "Net income grew faster than revenue.",
        "verdict": "supported"
      }
    ],
    "supported": 1,
    "contradicted": 2,
    "unsupported": 1,
    "total": 4,
    "score": 0.25
  }
}

{
  "model": "claude-opus-4-7",
  "feature": "support_bot",
  "user_id": "u_438",
  "tokens_prompt": 572,
  "tokens_output": 345,
  "tokens_total": 917,
  "input": "Translate the user manual section to Japanese, preserving the table structure.",
  "output": "(answer to: Translate the user manual section to Jap…)",
  "eval_scores": {
    "Hallucination": 0.9228075382765383
  }
}

{
  "tool": "search",
  "feature": "support_bot",
  "user_id": "u_438"
}

{
  "tool": "web_fetch",
  "feature": "support_bot",
  "user_id": "u_438"
}