{
  "title": "Harness reproducible",
  "artifact": {
    "limits": {
      "max_steps": 8,
      "max_tool_calls": 6,
      "max_seconds": 20
    },
    "sensors": [
      "tokens_in",
      "tokens_out",
      "tool_count",
      "latency_ms",
      "policy_decision",
      "trace_complete"
    ],
    "trace": [
      "run.started",
      "model.request",
      "tool.call",
      "tool.result",
      "gate.checked",
      "run.completed"
    ],
    "redactions": [
      "email",
      "student_id",
      "free_text_secret"
    ]
  },
  "checks": [
    {
      "name": "límites presentes",
      "passed": true,
      "detail": "El harness corta bucles caros."
    },
    {
      "name": "sensores operativos",
      "passed": true,
      "detail": "No mide solo tokens."
    },
    {
      "name": "traza completa",
      "passed": true,
      "detail": "La ejecución es depurable."
    },
    {
      "name": "redacción de datos",
      "passed": true,
      "detail": "La observabilidad no debe filtrar datos sensibles."
    }
  ],
  "status": "valid",
  "what_you_take": "Un harness con límites, sensores, trazas y redacción de datos.",
  "decision": "El harness permite ejecutar un agente con límites, sensores y trazas sin convertir los logs en otra fuente de riesgo.",
  "chapter": "c06"
}