{
  "agent": "open_source_react",
  "episodes_per_task": 1,
  "seed": 0,
  "model_override": "mistralai/mistral-small-3.2-24b-instruct",
  "base_url_override": null,
  "difficulty": "easy",
  "split": null,
  "overall": {
    "success_rate": 0.18181818181818182,
    "mean_reward": 0.22651515151515153,
    "mean_steps": 7.636363636363637,
    "invalid_action_rate": 0.03571428571428571,
    "evidence_coverage": 0.8333333333333334,
    "wrong_remediation_rate": 0.6875,
    "distractor_failure_rate": 0.0,
    "premature_resolution_rate": 0.36363636363636365,
    "root_cause_identification_rate": 0.45454545454545453,
    "fix_identification_rate": 0.45454545454545453,
    "correct_service_remediation_rate": 0.9090909090909091,
    "correct_remediation_rate": 0.45454545454545453,
    "remediation_precision": 0.3125
  },
  "standard_score": {
    "score": 34.518,
    "max_score": 100.0,
    "components": {
      "success": 7.273,
      "reward": 5.663,
      "evidence": 16.667,
      "efficiency": 0.094,
      "validity": 4.821
    },
    "metrics": {
      "success_rate": 0.18181818181818182,
      "mean_reward": 0.22651515151515153,
      "mean_steps": 7.636363636363637,
      "invalid_action_rate": 0.03571428571428571,
      "evidence_coverage": 0.8333333333333334,
      "wrong_remediation_rate": 0.6875,
      "distractor_failure_rate": 0.0,
      "premature_resolution_rate": 0.36363636363636365,
      "root_cause_identification_rate": 0.45454545454545453,
      "fix_identification_rate": 0.45454545454545453,
      "correct_service_remediation_rate": 0.9090909090909091,
      "correct_remediation_rate": 0.45454545454545453,
      "remediation_precision": 0.3125
    },
    "target_steps": 8.0
  },
  "failure_modes": {
    "total": 11,
    "success": 2,
    "agent_error": 0,
    "wrong_remediation": 7,
    "premature_resolution": 0,
    "step_budget_exhausted": 1,
    "invalid_action": 0,
    "other_failure": 1
  },
  "by_task": {
    "cache_crash": {
      "success_rate": 0.0,
      "mean_reward": 0.4,
      "mean_steps": 7,
      "invalid_action_rate": 0.0,
      "evidence_coverage": 1.0,
      "wrong_remediation_rate": 0.0,
      "distractor_failure_rate": 0.0,
      "premature_resolution_rate": 0.0,
      "root_cause_identification_rate": 0.0,
      "fix_identification_rate": 0.0,
      "correct_service_remediation_rate": 1.0,
      "correct_remediation_rate": 1.0,
      "remediation_precision": 1.0
    },
    "web_worker_crash": {
      "success_rate": 0.0,
      "mean_reward": 0.2,
      "mean_steps": 8,
      "invalid_action_rate": 0.0,
      "evidence_coverage": 1.0,
      "wrong_remediation_rate": 0.0,
      "distractor_failure_rate": 0.0,
      "premature_resolution_rate": 0.0,
      "root_cause_identification_rate": 0.0,
      "fix_identification_rate": 0.0,
      "correct_service_remediation_rate": 0.0,
      "correct_remediation_rate": 0.0,
      "remediation_precision": 0.0
    },
    "database_disk_full": {
      "success_rate": 0.0,
      "mean_reward": 0.0,
      "mean_steps": 8,
      "invalid_action_rate": 0.0,
      "evidence_coverage": 1.0,
      "wrong_remediation_rate": 1.0,
      "distractor_failure_rate": 0.0,
      "premature_resolution_rate": 0.0,
      "root_cause_identification_rate": 0.0,
      "fix_identification_rate": 0.0,
      "correct_service_remediation_rate": 1.0,
      "correct_remediation_rate": 0.0,
      "remediation_precision": 0.0
    },
    "cache_memory_pressure": {
      "success_rate": 0.0,
      "mean_reward": 0.0,
      "mean_steps": 8,
      "invalid_action_rate": 0.0,
      "evidence_coverage": 1.0,
      "wrong_remediation_rate": 1.0,
      "distractor_failure_rate": 0.0,
      "premature_resolution_rate": 1.0,
      "root_cause_identification_rate": 1.0,
      "fix_identification_rate": 1.0,
      "correct_service_remediation_rate": 1.0,
      "correct_remediation_rate": 0.0,
      "remediation_precision": 0.0
    },
    "message_queue_crash": {
      "success_rate": 0.0,
      "mean_reward": 0.10000000000000003,
      "mean_steps": 7,
      "invalid_action_rate": 0.0,
      "evidence_coverage": 1.0,
      "wrong_remediation_rate": 0.5,
      "distractor_failure_rate": 0.0,
      "premature_resolution_rate": 1.0,
      "root_cause_identification_rate": 0.0,
      "fix_identification_rate": 1.0,
      "correct_service_remediation_rate": 1.0,
      "correct_remediation_rate": 1.0,
      "remediation_precision": 0.5
    },
    "load_balancer_health_check_misconfig": {
      "success_rate": 1.0,
      "mean_reward": 0.6166666666666667,
      "mean_steps": 8,
      "invalid_action_rate": 0.0,
      "evidence_coverage": 0.3333333333333333,
      "wrong_remediation_rate": 0.5,
      "distractor_failure_rate": 0.0,
      "premature_resolution_rate": 0.0,
      "root_cause_identification_rate": 1.0,
      "fix_identification_rate": 1.0,
      "correct_service_remediation_rate": 1.0,
      "correct_remediation_rate": 1.0,
      "remediation_precision": 0.5
    },
    "message_queue_backlog_consumers_low": {
      "success_rate": 0.0,
      "mean_reward": 0.0,
      "mean_steps": 8,
      "invalid_action_rate": 0.125,
      "evidence_coverage": 0.5,
      "wrong_remediation_rate": 1.0,
      "distractor_failure_rate": 0.0,
      "premature_resolution_rate": 0.0,
      "root_cause_identification_rate": 0.0,
      "fix_identification_rate": 0.0,
      "correct_service_remediation_rate": 1.0,
      "correct_remediation_rate": 0.0,
      "remediation_precision": 0.0
    },
    "web_server_memory_leak_restart": {
      "success_rate": 1.0,
      "mean_reward": 0.925,
      "mean_steps": 6,
      "invalid_action_rate": 0.0,
      "evidence_coverage": 1.0,
      "wrong_remediation_rate": 0.0,
      "distractor_failure_rate": 0.0,
      "premature_resolution_rate": 0.0,
      "root_cause_identification_rate": 1.0,
      "fix_identification_rate": 1.0,
      "correct_service_remediation_rate": 1.0,
      "correct_remediation_rate": 1.0,
      "remediation_precision": 1.0
    },
    "database_maintenance_mode_left_on": {
      "success_rate": 0.0,
      "mean_reward": 0.24999999999999994,
      "mean_steps": 8,
      "invalid_action_rate": 0.0,
      "evidence_coverage": 1.0,
      "wrong_remediation_rate": 0.5,
      "distractor_failure_rate": 0.0,
      "premature_resolution_rate": 1.0,
      "root_cause_identification_rate": 1.0,
      "fix_identification_rate": 0.0,
      "correct_service_remediation_rate": 1.0,
      "correct_remediation_rate": 1.0,
      "remediation_precision": 0.5
    },
    "cache_auth_token_expired": {
      "success_rate": 0.0,
      "mean_reward": 0.0,
      "mean_steps": 8,
      "invalid_action_rate": 0.0,
      "evidence_coverage": 0.6666666666666666,
      "wrong_remediation_rate": 1.0,
      "distractor_failure_rate": 0.0,
      "premature_resolution_rate": 1.0,
      "root_cause_identification_rate": 1.0,
      "fix_identification_rate": 1.0,
      "correct_service_remediation_rate": 1.0,
      "correct_remediation_rate": 0.0,
      "remediation_precision": 0.0
    },
    "load_balancer_tls_cert_expired": {
      "success_rate": 0.0,
      "mean_reward": 0.0,
      "mean_steps": 8,
      "invalid_action_rate": 0.25,
      "evidence_coverage": 0.6666666666666666,
      "wrong_remediation_rate": 1.0,
      "distractor_failure_rate": 0.0,
      "premature_resolution_rate": 0.0,
      "root_cause_identification_rate": 0.0,
      "fix_identification_rate": 0.0,
      "correct_service_remediation_rate": 1.0,
      "correct_remediation_rate": 0.0,
      "remediation_precision": 0.0
    }
  },
  "by_difficulty": {
    "easy": {
      "success_rate": 0.18181818181818182,
      "mean_reward": 0.22651515151515153,
      "mean_steps": 7.636363636363637,
      "invalid_action_rate": 0.03571428571428571,
      "evidence_coverage": 0.8333333333333334,
      "wrong_remediation_rate": 0.6875,
      "distractor_failure_rate": 0.0,
      "premature_resolution_rate": 0.36363636363636365,
      "root_cause_identification_rate": 0.45454545454545453,
      "fix_identification_rate": 0.45454545454545453,
      "correct_service_remediation_rate": 0.9090909090909091,
      "correct_remediation_rate": 0.45454545454545453,
      "remediation_precision": 0.3125
    }
  },
  "records": [
    {
      "task_id": "cache_crash",
      "seed": 0,
      "metrics": {
        "total_steps": 7,
        "invalid_actions": 0,
        "repeated_actions": 1,
        "evidence_actions": 3,
        "remediation_actions": 1,
        "correct_service_remediations": 1,
        "correct_remediations": 1,
        "wrong_remediations": 0,
        "distractor_failures": 0,
        "premature_resolutions": 0,
        "root_cause_identified": false,
        "fix_identified": false,
        "correct_remediation_applied": true,
        "success": false,
        "final_reward": 0.4
      },
      "evidence_coverage": 1.0,
      "terminal_reason": "escalated",
      "final_reward": 0.4,
      "root_cause_identified": false,
      "fix_identified": false,
      "correct_service_remediation": true,
      "correct_remediation": true,
      "trajectory": [
        {
          "step": 1,
          "action": "inspect_metrics(cache)",
          "reward": 0.06666666666666667,
          "summary": "Inspected metrics for cache."
        },
        {
          "step": 2,
          "action": "check_status(cache)",
          "reward": 0.06666666666666667,
          "summary": "cache status is crashed."
        },
        {
          "step": 3,
          "action": "inspect_logs(cache)",
          "reward": 0.06666666666666668,
          "summary": "Inspected logs for cache."
        },
        {
          "step": 4,
          "action": "restart_service(cache)",
          "reward": 0.25,
          "summary": "Restarted cache."
        },
        {
          "step": 5,
          "action": "inspect_metrics(cache)",
          "reward": -0.04999999999999999,
          "summary": "Inspected metrics for cache."
        },
        {
          "step": 6,
          "action": "inspect_config(cache)",
          "reward": 0.0,
          "summary": "Inspected config for cache."
        },
        {
          "step": 7,
          "action": "escalate(cache not serving requests despite being healthy)",
          "reward": 0.0,
          "summary": "Incident escalated."
        }
      ]
    },
    {
      "task_id": "web_worker_crash",
      "seed": 10000,
      "metrics": {
        "total_steps": 8,
        "invalid_actions": 0,
        "repeated_actions": 0,
        "evidence_actions": 3,
        "remediation_actions": 0,
        "correct_service_remediations": 0,
        "correct_remediations": 0,
        "wrong_remediations": 0,
        "distractor_failures": 0,
        "premature_resolutions": 0,
        "root_cause_identified": false,
        "fix_identified": false,
        "correct_remediation_applied": false,
        "success": false,
        "final_reward": 0.2
      },
      "evidence_coverage": 1.0,
      "terminal_reason": "step_budget_exhausted",
      "final_reward": 0.2,
      "root_cause_identified": false,
      "fix_identified": false,
      "correct_service_remediation": false,
      "correct_remediation": false,
      "trajectory": [
        {
          "step": 1,
          "action": "inspect_logs(web_server)",
          "reward": 0.06666666666666667,
          "summary": "Inspected logs for web_server."
        },
        {
          "step": 2,
          "action": "check_status(web_server)",
          "reward": 0.06666666666666667,
          "summary": "web_server status is degraded."
        },
        {
          "step": 3,
          "action": "inspect_metrics(web_server)",
          "reward": 0.06666666666666668,
          "summary": "Inspected metrics for web_server."
        },
        {
          "step": 4,
          "action": "inspect_config(web_server)",
          "reward": 0.0,
          "summary": "Inspected config for web_server."
        },
        {
          "step": 5,
          "action": "check_status(database)",
          "reward": 0.0,
          "summary": "database status is healthy."
        },
        {
          "step": 6,
          "action": "inspect_config(database)",
          "reward": 0.0,
          "summary": "Inspected config for database."
        },
        {
          "step": 7,
          "action": "inspect_logs(message_queue)",
          "reward": 0.0,
          "summary": "Inspected logs for message_queue."
        },
        {
          "step": 8,
          "action": "inspect_metrics(load_balancer)",
          "reward": 0.0,
          "summary": "Inspected metrics for load_balancer."
        }
      ]
    },
    {
      "task_id": "database_disk_full",
      "seed": 20000,
      "metrics": {
        "total_steps": 8,
        "invalid_actions": 0,
        "repeated_actions": 1,
        "evidence_actions": 2,
        "remediation_actions": 1,
        "correct_service_remediations": 1,
        "correct_remediations": 0,
        "wrong_remediations": 1,
        "distractor_failures": 0,
        "premature_resolutions": 0,
        "root_cause_identified": false,
        "fix_identified": false,
        "correct_remediation_applied": false,
        "success": false,
        "final_reward": 0.0
      },
      "evidence_coverage": 1.0,
      "terminal_reason": "step_budget_exhausted",
      "final_reward": 0.0,
      "root_cause_identified": false,
      "fix_identified": false,
      "correct_service_remediation": true,
      "correct_remediation": false,
      "trajectory": [
        {
          "step": 1,
          "action": "inspect_logs(database)",
          "reward": 0.1,
          "summary": "Inspected logs for database."
        },
        {
          "step": 2,
          "action": "inspect_metrics(database)",
          "reward": 0.1,
          "summary": "Inspected metrics for database."
        },
        {
          "step": 3,
          "action": "inspect_config(database, MAINTENANCE_WORK_MEM)",
          "reward": 0.0,
          "summary": "Inspected config for database."
        },
        {
          "step": 4,
          "action": "inspect_config(database, AUTOVACUUM_MAX_WORKERS)",
          "reward": 0.0,
          "summary": "Inspected config for database."
        },
        {
          "step": 5,
          "action": "inspect_config(database, VACUUM_COST_DELAY)",
          "reward": 0.0,
          "summary": "Inspected config for database."
        },
        {
          "step": 6,
          "action": "inspect_config(database, VACUUM_COST_LIMIT)",
          "reward": 0.0,
          "summary": "Inspected config for database."
        },
        {
          "step": 7,
          "action": "inspect_config(database, MAINTENANCE_WORK_MEM)",
          "reward": -0.04999999999999999,
          "summary": "Inspected config for database."
        },
        {
          "step": 8,
          "action": "update_config(database, MAINTENANCE_WORK_MEM, 1024)",
          "reward": -0.15000000000000002,
          "summary": "Updated database config, but the incident persists."
        }
      ]
    },
    {
      "task_id": "cache_memory_pressure",
      "seed": 30000,
      "metrics": {
        "total_steps": 8,
        "invalid_actions": 0,
        "repeated_actions": 0,
        "evidence_actions": 2,
        "remediation_actions": 2,
        "correct_service_remediations": 2,
        "correct_remediations": 0,
        "wrong_remediations": 2,
        "distractor_failures": 0,
        "premature_resolutions": 1,
        "root_cause_identified": true,
        "fix_identified": true,
        "correct_remediation_applied": false,
        "success": false,
        "final_reward": 0.0
      },
      "evidence_coverage": 1.0,
      "terminal_reason": "premature_or_incorrect_resolution",
      "final_reward": 0.0,
      "root_cause_identified": true,
      "fix_identified": true,
      "correct_service_remediation": true,
      "correct_remediation": false,
      "trajectory": [
        {
          "step": 1,
          "action": "inspect_metrics(cache)",
          "reward": 0.1,
          "summary": "Inspected metrics for cache."
        },
        {
          "step": 2,
          "action": "inspect_config(cache, MAX_MEMORY_USAGE)",
          "reward": 0.0,
          "summary": "Inspected config for cache."
        },
        {
          "step": 3,
          "action": "inspect_logs(cache)",
          "reward": 0.0,
          "summary": "Inspected logs for cache."
        },
        {
          "step": 4,
          "action": "inspect_config(cache, MAX_MEMORY_MB)",
          "reward": 0.1,
          "summary": "Inspected config for cache."
        },
        {
          "step": 5,
          "action": "update_config(cache, MAX_MEMORY_MB, 512)",
          "reward": -0.15,
          "summary": "Updated cache config, but the incident persists."
        },
        {
          "step": 6,
          "action": "check_status(cache)",
          "reward": 0.0,
          "summary": "cache status is degraded."
        },
        {
          "step": 7,
          "action": "restart_service(cache)",
          "reward": -0.15,
          "summary": "Restarted cache, but the incident persists."
        },
        {
          "step": 8,
          "action": "resolve_incident(cache memory pressure, increase cache MAX_MEMORY_MB)",
          "reward": 0.04999999999999999,
          "summary": "Resolution rejected."
        }
      ]
    },
    {
      "task_id": "message_queue_crash",
      "seed": 40000,
      "metrics": {
        "total_steps": 7,
        "invalid_actions": 0,
        "repeated_actions": 0,
        "evidence_actions": 3,
        "remediation_actions": 2,
        "correct_service_remediations": 2,
        "correct_remediations": 1,
        "wrong_remediations": 1,
        "distractor_failures": 0,
        "premature_resolutions": 1,
        "root_cause_identified": false,
        "fix_identified": true,
        "correct_remediation_applied": true,
        "success": false,
        "final_reward": 0.10000000000000003
      },
      "evidence_coverage": 1.0,
      "terminal_reason": "premature_or_incorrect_resolution",
      "final_reward": 0.10000000000000003,
      "root_cause_identified": false,
      "fix_identified": true,
      "correct_service_remediation": true,
      "correct_remediation": true,
      "trajectory": [
        {
          "step": 1,
          "action": "check_status(message_queue)",
          "reward": 0.06666666666666667,
          "summary": "message_queue status is crashed."
        },
        {
          "step": 2,
          "action": "inspect_logs(message_queue)",
          "reward": 0.06666666666666667,
          "summary": "Inspected logs for message_queue."
        },
        {
          "step": 3,
          "action": "inspect_metrics(message_queue)",
          "reward": 0.06666666666666668,
          "summary": "Inspected metrics for message_queue."
        },
        {
          "step": 4,
          "action": "inspect_config(message_queue, MEMORY_LIMIT)",
          "reward": 0.0,
          "summary": "Inspected config for message_queue."
        },
        {
          "step": 5,
          "action": "update_config(message_queue, MEMORY_LIMIT, 1024)",
          "reward": -0.15,
          "summary": "Updated message_queue config, but the incident persists."
        },
        {
          "step": 6,
          "action": "restart_service(message_queue)",
          "reward": 0.25,
          "summary": "Restarted message_queue."
        },
        {
          "step": 7,
          "action": "resolve_incident(message_queue crash, restart message_queue)",
          "reward": -0.2,
          "summary": "Resolution rejected."
        }
      ]
    },
    {
      "task_id": "load_balancer_health_check_misconfig",
      "seed": 50000,
      "metrics": {
        "total_steps": 8,
        "invalid_actions": 0,
        "repeated_actions": 0,
        "evidence_actions": 1,
        "remediation_actions": 2,
        "correct_service_remediations": 2,
        "correct_remediations": 1,
        "wrong_remediations": 1,
        "distractor_failures": 0,
        "premature_resolutions": 0,
        "root_cause_identified": true,
        "fix_identified": true,
        "correct_remediation_applied": true,
        "success": true,
        "final_reward": 0.6166666666666667
      },
      "evidence_coverage": 0.3333333333333333,
      "terminal_reason": "resolved",
      "final_reward": 0.6166666666666667,
      "root_cause_identified": true,
      "fix_identified": true,
      "correct_service_remediation": true,
      "correct_remediation": true,
      "trajectory": [
        {
          "step": 1,
          "action": "check_status(web_server)",
          "reward": 0.0,
          "summary": "web_server status is healthy."
        },
        {
          "step": 2,
          "action": "inspect_config(load_balancer, HEALTH_CHECK_PATH)",
          "reward": 0.06666666666666667,
          "summary": "Inspected config for load_balancer."
        },
        {
          "step": 3,
          "action": "inspect_config(web_server, HEALTH_CHECK_PATH)",
          "reward": 0.0,
          "summary": "Inspected config for web_server."
        },
        {
          "step": 4,
          "action": "inspect_logs(web_server)",
          "reward": 0.0,
          "summary": "Inspected logs for web_server."
        },
        {
          "step": 5,
          "action": "update_config(load_balancer, HEALTH_CHECK_PATH, /healthz)",
          "reward": 0.25,
          "summary": "Updated load_balancer config HEALTH_CHECK_PATH."
        },
        {
          "step": 6,
          "action": "check_status(load_balancer)",
          "reward": 0.0,
          "summary": "load_balancer status is degraded."
        },
        {
          "step": 7,
          "action": "restart_service(load_balancer)",
          "reward": -0.15,
          "summary": "Restarted load_balancer, but the incident persists."
        },
        {
          "step": 8,
          "action": "resolve_incident(load_balancer health check misconfiguration, update HEALTH_CHECK_PATH to /healthz)",
          "reward": 0.45000000000000007,
          "summary": "Incident resolved."
        }
      ]
    },
    {
      "task_id": "message_queue_backlog_consumers_low",
      "seed": 60000,
      "metrics": {
        "total_steps": 8,
        "invalid_actions": 1,
        "repeated_actions": 1,
        "evidence_actions": 1,
        "remediation_actions": 1,
        "correct_service_remediations": 1,
        "correct_remediations": 0,
        "wrong_remediations": 1,
        "distractor_failures": 0,
        "premature_resolutions": 0,
        "root_cause_identified": false,
        "fix_identified": false,
        "correct_remediation_applied": false,
        "success": false,
        "final_reward": 0.0
      },
      "evidence_coverage": 0.5,
      "terminal_reason": "escalated",
      "final_reward": 0.0,
      "root_cause_identified": false,
      "fix_identified": false,
      "correct_service_remediation": true,
      "correct_remediation": false,
      "trajectory": [
        {
          "step": 1,
          "action": "inspect_metrics(message_queue)",
          "reward": 0.1,
          "summary": "Inspected metrics for message_queue."
        },
        {
          "step": 2,
          "action": "inspect_logs(message_queue)",
          "reward": 0.0,
          "summary": "Inspected logs for message_queue."
        },
        {
          "step": 3,
          "action": "inspect_config(message_queue, CONSUMER_COUNT)",
          "reward": 0.0,
          "summary": "Inspected config for message_queue."
        },
        {
          "step": 4,
          "action": "check_status(message_queue)",
          "reward": 0.0,
          "summary": "message_queue status is healthy."
        },
        {
          "step": 5,
          "action": "update_config(message_queue, CONSUMER_COUNT, 10)",
          "reward": -0.15,
          "summary": "Updated message_queue config, but the incident persists."
        },
        {
          "step": 6,
          "action": "inspect_metrics(message_queue)",
          "reward": -0.05000000000000002,
          "summary": "Inspected metrics for message_queue."
        },
        {
          "step": 7,
          "action": "check_status(downstream_email)",
          "reward": -0.04999999999999999,
          "summary": "Invalid action."
        },
        {
          "step": 8,
          "action": "escalate(reason)",
          "reward": 0.0,
          "summary": "Incident escalated."
        }
      ]
    },
    {
      "task_id": "web_server_memory_leak_restart",
      "seed": 70000,
      "metrics": {
        "total_steps": 6,
        "invalid_actions": 0,
        "repeated_actions": 0,
        "evidence_actions": 3,
        "remediation_actions": 1,
        "correct_service_remediations": 1,
        "correct_remediations": 1,
        "wrong_remediations": 0,
        "distractor_failures": 0,
        "premature_resolutions": 0,
        "root_cause_identified": true,
        "fix_identified": true,
        "correct_remediation_applied": true,
        "success": true,
        "final_reward": 0.925
      },
      "evidence_coverage": 1.0,
      "terminal_reason": "resolved",
      "final_reward": 0.925,
      "root_cause_identified": true,
      "fix_identified": true,
      "correct_service_remediation": true,
      "correct_remediation": true,
      "trajectory": [
        {
          "step": 1,
          "action": "inspect_metrics(web_server)",
          "reward": 0.06666666666666667,
          "summary": "Inspected metrics for web_server."
        },
        {
          "step": 2,
          "action": "inspect_logs(web_server)",
          "reward": 0.06666666666666667,
          "summary": "Inspected logs for web_server."
        },
        {
          "step": 3,
          "action": "inspect_config(web_server, MEMORY_LIMIT_MB)",
          "reward": 0.0,
          "summary": "Inspected config for web_server."
        },
        {
          "step": 4,
          "action": "check_status(web_server)",
          "reward": 0.06666666666666668,
          "summary": "web_server status is degraded."
        },
        {
          "step": 5,
          "action": "restart_service(web_server)",
          "reward": 0.25,
          "summary": "Restarted web_server."
        },
        {
          "step": 6,
          "action": "resolve_incident(web_server memory leak, restart web_server)",
          "reward": 0.47500000000000003,
          "summary": "Incident resolved."
        }
      ]
    },
    {
      "task_id": "database_maintenance_mode_left_on",
      "seed": 80000,
      "metrics": {
        "total_steps": 8,
        "invalid_actions": 0,
        "repeated_actions": 2,
        "evidence_actions": 3,
        "remediation_actions": 2,
        "correct_service_remediations": 2,
        "correct_remediations": 1,
        "wrong_remediations": 1,
        "distractor_failures": 0,
        "premature_resolutions": 1,
        "root_cause_identified": true,
        "fix_identified": false,
        "correct_remediation_applied": true,
        "success": false,
        "final_reward": 0.24999999999999994
      },
      "evidence_coverage": 1.0,
      "terminal_reason": "premature_or_incorrect_resolution",
      "final_reward": 0.24999999999999994,
      "root_cause_identified": true,
      "fix_identified": false,
      "correct_service_remediation": true,
      "correct_remediation": true,
      "trajectory": [
        {
          "step": 1,
          "action": "check_status(database)",
          "reward": 0.06666666666666667,
          "summary": "database status is degraded."
        },
        {
          "step": 2,
          "action": "inspect_config(database, MAINTENANCE_MODE)",
          "reward": 0.06666666666666667,
          "summary": "Inspected config for database."
        },
        {
          "step": 3,
          "action": "update_config(database, MAINTENANCE_MODE, False)",
          "reward": 0.24999999999999997,
          "summary": "Updated database config MAINTENANCE_MODE."
        },
        {
          "step": 4,
          "action": "check_status(database)",
          "reward": -0.04999999999999999,
          "summary": "database status is degraded."
        },
        {
          "step": 5,
          "action": "inspect_logs(database)",
          "reward": 0.06666666666666671,
          "summary": "Inspected logs for database."
        },
        {
          "step": 6,
          "action": "restart_service(database)",
          "reward": -0.15000000000000002,
          "summary": "Restarted database, but the incident persists."
        },
        {
          "step": 7,
          "action": "check_status(database)",
          "reward": -0.04999999999999999,
          "summary": "database status is healthy."
        },
        {
          "step": 8,
          "action": "resolve_incident(database maintenance mode left on, disable MAINTENANCE_MODE)",
          "reward": 0.04999999999999993,
          "summary": "Resolution rejected."
        }
      ]
    },
    {
      "task_id": "cache_auth_token_expired",
      "seed": 90000,
      "metrics": {
        "total_steps": 8,
        "invalid_actions": 0,
        "repeated_actions": 0,
        "evidence_actions": 2,
        "remediation_actions": 2,
        "correct_service_remediations": 2,
        "correct_remediations": 0,
        "wrong_remediations": 2,
        "distractor_failures": 0,
        "premature_resolutions": 1,
        "root_cause_identified": true,
        "fix_identified": true,
        "correct_remediation_applied": false,
        "success": false,
        "final_reward": 0.0
      },
      "evidence_coverage": 0.6666666666666666,
      "terminal_reason": "premature_or_incorrect_resolution",
      "final_reward": 0.0,
      "root_cause_identified": true,
      "fix_identified": true,
      "correct_service_remediation": true,
      "correct_remediation": false,
      "trajectory": [
        {
          "step": 1,
          "action": "inspect_logs(cache)",
          "reward": 0.06666666666666667,
          "summary": "Inspected logs for cache."
        },
        {
          "step": 2,
          "action": "inspect_config(cache, AUTH_TOKEN_TTL)",
          "reward": 0.0,
          "summary": "Inspected config for cache."
        },
        {
          "step": 3,
          "action": "inspect_config(web_server, CACHE_AUTH_TOKEN_TTL)",
          "reward": 0.0,
          "summary": "Inspected config for web_server."
        },
        {
          "step": 4,
          "action": "update_config(cache, AUTH_TOKEN_TTL, 3600)",
          "reward": -0.15,
          "summary": "Updated cache config, but the incident persists."
        },
        {
          "step": 5,
          "action": "restart_service(cache)",
          "reward": -0.15000000000000002,
          "summary": "Restarted cache, but the incident persists."
        },
        {
          "step": 6,
          "action": "check_status(cache)",
          "reward": 0.0,
          "summary": "cache status is healthy."
        },
        {
          "step": 7,
          "action": "inspect_metrics(cache)",
          "reward": 0.06666666666666668,
          "summary": "Inspected metrics for cache."
        },
        {
          "step": 8,
          "action": "resolve_incident(cache auth token expired, update web server cache auth token)",
          "reward": 0.04999999999999996,
          "summary": "Resolution rejected."
        }
      ]
    },
    {
      "task_id": "load_balancer_tls_cert_expired",
      "seed": 100000,
      "metrics": {
        "total_steps": 8,
        "invalid_actions": 2,
        "repeated_actions": 1,
        "evidence_actions": 2,
        "remediation_actions": 2,
        "correct_service_remediations": 2,
        "correct_remediations": 0,
        "wrong_remediations": 2,
        "distractor_failures": 0,
        "premature_resolutions": 0,
        "root_cause_identified": false,
        "fix_identified": false,
        "correct_remediation_applied": false,
        "success": false,
        "final_reward": 0.0
      },
      "evidence_coverage": 0.6666666666666666,
      "terminal_reason": "step_budget_exhausted",
      "final_reward": 0.0,
      "root_cause_identified": false,
      "fix_identified": false,
      "correct_service_remediation": true,
      "correct_remediation": false,
      "trajectory": [
        {
          "step": 1,
          "action": "check_status(load_balancer)",
          "reward": 0.06666666666666667,
          "summary": "load_balancer status is degraded."
        },
        {
          "step": 2,
          "action": "inspect_config(load_balancer, TLS_CERTIFICATE)",
          "reward": 0.0,
          "summary": "Inspected config for load_balancer."
        },
        {
          "step": 3,
          "action": "inspect_logs(load_balancer)",
          "reward": 0.06666666666666667,
          "summary": "Inspected logs for load_balancer."
        },
        {
          "step": 4,
          "action": "update_config(load_balancer, TLS_CERTIFICATE, /path/to/new/certificate)",
          "reward": -0.15,
          "summary": "Updated load_balancer config, but the incident persists."
        },
        {
          "step": 5,
          "action": "restart_service(load_balancer)",
          "reward": -0.15,
          "summary": "Restarted load_balancer, but the incident persists."
        },
        {
          "step": 6,
          "action": "check_status(load_balancer)",
          "reward": -0.04999999999999999,
          "summary": "load_balancer status is healthy."
        },
        {
          "step": 7,
          "action": "resolve_incident(load_balancer_tls_cert_expired, update_config(load_balancer, TLS_CERTIFICATE, /path/to/new/certificate))",
          "reward": -0.05000000000000007,
          "summary": "Invalid action."
        },
        {
          "step": 8,
          "action": "resolve_incident(tls certificate expired, update_config(load_balancer, TLS_CERTIFICATE, /path/to/new/certificate))",
          "reward": -0.04999999999999993,
          "summary": "Invalid action."
        }
      ]
    }
  ],
  "task_ids": [
    "cache_crash",
    "web_worker_crash",
    "database_disk_full",
    "cache_memory_pressure",
    "message_queue_crash",
    "load_balancer_health_check_misconfig",
    "message_queue_backlog_consumers_low",
    "web_server_memory_leak_restart",
    "database_maintenance_mode_left_on",
    "cache_auth_token_expired",
    "load_balancer_tls_cert_expired"
  ],
  "filtered_task_ids": null,
  "expected_task_episodes": 11,
  "completed_task_episodes": 11,
  "complete": true,
  "paused": false,
  "pause_file": "D:\\SRE-Zero\\notes\\runs\\managed\\blog-mistral-small-easy-agent-styles-2026-06-14\\pause.flag",
  "baseline": "open_source_react",
  "model": "mistralai/mistral-small-3.2-24b-instruct",
  "run_kind": "llm",
  "command_hint": "python eval/run_eval.py --agent open_source_react --model mistralai/mistral-small-3.2-24b-instruct --episodes 1 --output open_source_react_mistralai_mistral-small-3.2-24b-instruct_episodes1.json"
}