reviewed/batch_011.jsonl

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{"example_id": "cbfbdc9c-03d1-4c6b-8787-926aef12a81f", "source_script": "gen_12_mixed_victim_root.py", "task_seed_id": "task_hard_dual_fault_shared_cascade", "tier": "hard", "fault_type": "bad_deploy", "variation_strategy": "metric_value,red_herring_salience,adversarial_content", "observation": {"tick": 5, "budget": 105.0, "alerts": ["[CRITICAL] checkout-service critical \u2014 investigate first", "[WARNING] auth-service root cause"], "service_metrics": {"checkout-service": {"status": "critical", "http_server_error_rate": 0.5119}, "auth-service": {"status": "degraded", "http_server_error_rate": 0.4227, "last_deployment_age_seconds": 520}, "api-gateway": {"status": "degraded", "http_server_error_rate": 0.0697}, "payment-service": {"status": "degraded", "http_server_error_rate": 0.0543}}, "logs": {"checkout-service": ["Victim checkout-service showing critical errors"], "auth-service": ["Root auth-service root cause"]}}, "gold_action_sequence": [{"action": "trace_dependencies", "params": {"service": "checkout-service"}}, {"action": "rollback_deploy", "params": {"service": "auth-service"}}, {"action": "scale_replicas", "params": {"service": "payment-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "auth-service"}
{"example_id": "156f7767-d2ed-46a7-9182-d9a6117c0354", "source_script": "gen_12_mixed_victim_root.py", "task_seed_id": "task_easy_thundering_herd", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "metric_value,red_herring_salience", "observation": {"tick": 4, "budget": 24.0, "alerts": ["[CRITICAL] api-gateway critical \u2014 investigate first", "[WARNING] session-service slight degradation"], "service_metrics": {"api-gateway": {"status": "critical", "http_server_error_rate": 0.7924, "session_connection_count": 588}, "session-service": {"status": "degraded", "http_server_error_rate": 0.0705}, "load-balancer": {"status": "healthy", "http_server_error_rate": 0.0289}}, "logs": {"api-gateway": ["Victim api-gateway showing critical errors"], "session-service": ["Root session-service root cause"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "session-service"}}, {"action": "enable_connection_throttle", "params": {"service": "session-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "session-service"}
{"example_id": "6877763a-fc38-484d-b0b5-a565c4988263", "source_script": "gen_12_mixed_victim_root.py", "task_seed_id": "task_medium_rollout_quota_exhaustion", "tier": "medium", "fault_type": "bad_deploy", "variation_strategy": "metric_value,red_herring_salience", "observation": {"tick": 5, "budget": 50.0, "alerts": ["[CRITICAL] auth-service critical \u2014 investigate first", "[WARNING] api-gateway slight degradation"], "service_metrics": {"auth-service": {"status": "critical", "http_server_error_rate": 0.836, "thread_pool_depth": 533}, "api-gateway": {"status": "degraded", "http_server_error_rate": 0.1254}, "checkout-service": {"status": "healthy", "http_server_error_rate": 0.0105}}, "logs": {"auth-service": ["Victim auth-service showing critical errors"], "api-gateway": ["Root api-gateway root cause"]}}, "gold_action_sequence": [{"action": "trace_dependencies", "params": {"service": "auth-service"}}, {"action": "get_metrics_detail", "params": {"service": "api-gateway"}}, {"action": "rollback_deploy", "params": {"service": "api-gateway"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "api-gateway"}
{"example_id": "0f56993f-f967-40c0-866b-308553d399f2", "source_script": "gen_12_mixed_victim_root.py", "task_seed_id": "task_easy_quota_runaway", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "metric_value,red_herring_salience", "observation": {"tick": 0, "budget": 30.0, "alerts": ["[CRITICAL] user-service critical \u2014 investigate first", "[WARNING] notification-service slight degradation"], "service_metrics": {"user-service": {"status": "critical", "http_server_error_rate": 0.4596, "queue_depth": 727}, "notification-service": {"status": "degraded", "http_server_error_rate": 0.0762}}, "logs": {"user-service": ["Victim user-service showing critical errors"], "notification-service": ["Root notification-service root cause"]}}, "gold_action_sequence": [{"action": "trace_dependencies", "params": {"service": "user-service"}}, {"action": "get_metrics_detail", "params": {"service": "notification-service"}}, {"action": "rollback_deploy", "params": {"service": "notification-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "notification-service"}
{"example_id": "8b45e9fe-3036-4d72-8945-c7e78cc09be5", "source_script": "gen_12_mixed_victim_root.py", "task_seed_id": "task_easy_image_pull_backoff", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "metric_value,red_herring_salience", "observation": {"tick": 0, "budget": 30.0, "alerts": ["[CRITICAL] api-gateway critical \u2014 investigate first", "[WARNING] recommendation-engine slight degradation"], "service_metrics": {"api-gateway": {"status": "degraded", "http_server_error_rate": 0.4428}, "recommendation-engine": {"status": "degraded", "http_server_error_rate": 0.0655, "image_pull_backoff_seconds": 118}}, "logs": {"api-gateway": ["Victim api-gateway showing critical errors"], "recommendation-engine": ["Root recommendation-engine root cause"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "recommendation-engine"}}, {"action": "rollback_deploy", "params": {"service": "recommendation-engine"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "recommendation-engine"}
{"example_id": "eed6fbef-2895-487b-8ada-76f4cb3ec922", "source_script": "gen_12_mixed_victim_root.py", "task_seed_id": "task_medium_retry_storm", "tier": "medium", "fault_type": "bad_deploy", "variation_strategy": "metric_value,red_herring_salience", "observation": {"tick": 3, "budget": 54.0, "alerts": ["[CRITICAL] notification-service critical \u2014 investigate first", "[WARNING] api-gateway slight degradation"], "service_metrics": {"notification-service": {"status": "critical", "http_server_error_rate": 0.7584}, "api-gateway": {"status": "degraded", "http_server_error_rate": 0.0915, "effective_rps_multiplier": 5.470280777676197}, "notification-db": {"status": "healthy", "http_server_error_rate": 0.0178}}, "logs": {"notification-service": ["Victim notification-service showing critical errors"], "api-gateway": ["Root api-gateway root cause"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "api-gateway"}}, {"action": "trace_dependencies", "params": {"service": "api-gateway"}}, {"action": "disable_retries", "params": {"service": "api-gateway"}}, {"action": "configure_retry_backoff", "params": {"service": "api-gateway"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "notification-service"}
{"example_id": "4561f2da-f0e5-4694-a41f-bd607f113874", "source_script": "gen_12_mixed_victim_root.py", "task_seed_id": "task_medium_asymmetric_blast", "tier": "medium", "fault_type": "network_partition", "variation_strategy": "metric_value,red_herring_salience", "observation": {"tick": 3, "budget": 54.0, "alerts": ["[CRITICAL] auth-service critical \u2014 investigate first", "[WARNING] db-proxy slight degradation"], "service_metrics": {"auth-service": {"status": "critical", "http_server_error_rate": 0.8099}, "db-proxy": {"status": "degraded", "http_server_error_rate": 0.0237, "process_open_file_descriptors": 5}, "api-gateway": {"status": "healthy", "http_server_error_rate": 0.0291}, "payment-service": {"status": "healthy", "http_server_error_rate": 0.0112}}, "logs": {"auth-service": ["Victim auth-service showing critical errors"], "db-proxy": ["Root db-proxy root cause"]}}, "gold_action_sequence": [{"action": "trace_dependencies", "params": {"service": "auth-service"}}, {"action": "trace_dependencies", "params": {"service": "payment-service"}}, {"action": "get_metrics_detail", "params": {"service": "db-proxy"}}, {"action": "restart_service", "params": {"service": "db-proxy"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "db-proxy"}
{"example_id": "4e36b600-d8c3-4f77-896f-ea5b4bce4fcd", "source_script": "gen_12_mixed_victim_root.py", "task_seed_id": "task_easy_image_pull_backoff", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "metric_value,red_herring_salience", "observation": {"tick": 6, "budget": 21.0, "alerts": ["[CRITICAL] api-gateway critical \u2014 investigate first", "[WARNING] recommendation-engine slight degradation"], "service_metrics": {"api-gateway": {"status": "degraded", "http_server_error_rate": 0.521}, "recommendation-engine": {"status": "degraded", "http_server_error_rate": 0.0944, "image_pull_backoff_seconds": 140}}, "logs": {"api-gateway": ["Victim api-gateway showing critical errors"], "recommendation-engine": ["Root recommendation-engine root cause"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "recommendation-engine"}}, {"action": "rollback_deploy", "params": {"service": "recommendation-engine"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "recommendation-engine"}
{"example_id": "88181aed-1069-43e8-abdc-f9bb9014b211", "source_script": "gen_12_mixed_victim_root.py", "task_seed_id": "task_easy_image_pull_backoff", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "metric_value,red_herring_salience", "observation": {"tick": 2, "budget": 27.0, "alerts": ["[CRITICAL] api-gateway critical \u2014 investigate first", "[WARNING] recommendation-engine slight degradation"], "service_metrics": {"api-gateway": {"status": "degraded", "http_server_error_rate": 0.6107}, "recommendation-engine": {"status": "degraded", "http_server_error_rate": 0.047, "image_pull_backoff_seconds": 297}}, "logs": {"api-gateway": ["Victim api-gateway showing critical errors"], "recommendation-engine": ["Root recommendation-engine root cause"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "recommendation-engine"}}, {"action": "rollback_deploy", "params": {"service": "recommendation-engine"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "recommendation-engine"}
{"example_id": "776db83f-b2aa-4a5b-9d01-eb7cc7db12e0", "source_script": "gen_12_mixed_victim_root.py", "task_seed_id": "task_easy_thundering_herd", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "metric_value,red_herring_salience", "observation": {"tick": 6, "budget": 21.0, "alerts": ["[CRITICAL] api-gateway critical \u2014 investigate first", "[WARNING] session-service slight degradation"], "service_metrics": {"api-gateway": {"status": "critical", "http_server_error_rate": 0.7095, "session_connection_count": 809}, "session-service": {"status": "degraded", "http_server_error_rate": 0.0968}, "load-balancer": {"status": "healthy", "http_server_error_rate": 0.0124}}, "logs": {"api-gateway": ["Victim api-gateway showing critical errors"], "session-service": ["Root session-service root cause"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "session-service"}}, {"action": "enable_connection_throttle", "params": {"service": "session-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "session-service"}
{"example_id": "f79ec801-3e84-4c68-8812-556a46cd5f9a", "source_script": "gen_12_mixed_victim_root.py", "task_seed_id": "task_hard_dual_fault_shared_cascade", "tier": "hard", "fault_type": "bad_deploy", "variation_strategy": "metric_value,red_herring_salience,adversarial_content", "observation": {"tick": 0, "budget": 120.0, "alerts": ["[CRITICAL] checkout-service critical \u2014 investigate first", "[WARNING] auth-service root cause"], "service_metrics": {"checkout-service": {"status": "critical", "http_server_error_rate": 0.5221}, "auth-service": {"status": "degraded", "http_server_error_rate": 0.4384, "last_deployment_age_seconds": 216}, "api-gateway": {"status": "degraded", "http_server_error_rate": 0.0752}, "payment-service": {"status": "degraded", "http_server_error_rate": 0.0444}}, "logs": {"checkout-service": ["Victim checkout-service showing critical errors"], "auth-service": ["Root auth-service root cause"]}}, "gold_action_sequence": [{"action": "trace_dependencies", "params": {"service": "checkout-service"}}, {"action": "rollback_deploy", "params": {"service": "auth-service"}}, {"action": "scale_replicas", "params": {"service": "payment-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "auth-service"}
{"example_id": "b6e7103b-0e49-4125-94c3-ec56097ed125", "source_script": "gen_12_mixed_victim_root.py", "task_seed_id": "task_easy_timeout_propagation", "tier": "easy", "fault_type": "config_drift", "variation_strategy": "metric_value,red_herring_salience", "observation": {"tick": 4, "budget": 24.0, "alerts": ["[CRITICAL] order-service critical \u2014 investigate first", "[WARNING] inventory-service slight degradation"], "service_metrics": {"order-service": {"status": "critical", "http_server_error_rate": 0.3841, "http_server_request_duration_p99": 10.2}, "inventory-service": {"status": "degraded", "http_server_error_rate": 0.0216}}, "logs": {"order-service": ["Victim order-service showing critical errors"], "inventory-service": ["Root inventory-service root cause"]}}, "gold_action_sequence": [{"action": "trace_dependencies", "params": {"service": "order-service"}}, {"action": "fetch_logs", "params": {"service": "inventory-service"}}, {"action": "optimize_query", "params": {"service": "inventory-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "inventory-service"}
{"example_id": "f3b576cb-853f-43fa-abd5-65b788aa680b", "source_script": "gen_12_mixed_victim_root.py", "task_seed_id": "task_medium_asymmetric_blast", "tier": "medium", "fault_type": "network_partition", "variation_strategy": "metric_value,red_herring_salience", "observation": {"tick": 1, "budget": 58.0, "alerts": ["[CRITICAL] auth-service critical \u2014 investigate first", "[WARNING] db-proxy slight degradation"], "service_metrics": {"auth-service": {"status": "critical", "http_server_error_rate": 0.8016}, "db-proxy": {"status": "degraded", "http_server_error_rate": 0.0671, "process_open_file_descriptors": 6}, "api-gateway": {"status": "healthy", "http_server_error_rate": 0.0026}, "payment-service": {"status": "healthy", "http_server_error_rate": 0.0011}}, "logs": {"auth-service": ["Victim auth-service showing critical errors"], "db-proxy": ["Root db-proxy root cause"]}}, "gold_action_sequence": [{"action": "trace_dependencies", "params": {"service": "auth-service"}}, {"action": "trace_dependencies", "params": {"service": "payment-service"}}, {"action": "get_metrics_detail", "params": {"service": "db-proxy"}}, {"action": "restart_service", "params": {"service": "db-proxy"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "db-proxy"}
{"example_id": "536b9821-6c7b-4fb4-be81-0702de72fcf4", "source_script": "gen_12_mixed_victim_root.py", "task_seed_id": "task_easy_quota_runaway", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "metric_value,red_herring_salience", "observation": {"tick": 2, "budget": 27.0, "alerts": ["[CRITICAL] user-service critical \u2014 investigate first", "[WARNING] notification-service slight degradation"], "service_metrics": {"user-service": {"status": "critical", "http_server_error_rate": 0.64, "queue_depth": 648}, "notification-service": {"status": "degraded", "http_server_error_rate": 0.0933}}, "logs": {"user-service": ["Victim user-service showing critical errors"], "notification-service": ["Root notification-service root cause"]}}, "gold_action_sequence": [{"action": "trace_dependencies", "params": {"service": "user-service"}}, {"action": "get_metrics_detail", "params": {"service": "notification-service"}}, {"action": "rollback_deploy", "params": {"service": "notification-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "notification-service"}
{"example_id": "a8906622-669f-4fe4-9420-9245d99f356a", "source_script": "gen_12_mixed_victim_root.py", "task_seed_id": "task_medium_asymmetric_blast", "tier": "medium", "fault_type": "network_partition", "variation_strategy": "metric_value,red_herring_salience", "observation": {"tick": 5, "budget": 50.0, "alerts": ["[CRITICAL] auth-service critical \u2014 investigate first", "[WARNING] db-proxy slight degradation"], "service_metrics": {"auth-service": {"status": "critical", "http_server_error_rate": 0.8294}, "db-proxy": {"status": "degraded", "http_server_error_rate": 0.0925, "process_open_file_descriptors": 4}, "api-gateway": {"status": "healthy", "http_server_error_rate": 0.0034}, "payment-service": {"status": "healthy", "http_server_error_rate": 0.0268}}, "logs": {"auth-service": ["Victim auth-service showing critical errors"], "db-proxy": ["Root db-proxy root cause"]}}, "gold_action_sequence": [{"action": "trace_dependencies", "params": {"service": "auth-service"}}, {"action": "trace_dependencies", "params": {"service": "payment-service"}}, {"action": "get_metrics_detail", "params": {"service": "db-proxy"}}, {"action": "restart_service", "params": {"service": "db-proxy"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "db-proxy"}
{"example_id": "9d5148da-8d07-4b8f-a328-8a76ce2af2b5", "source_script": "gen_12_mixed_victim_root.py", "task_seed_id": "task_medium_retry_storm", "tier": "medium", "fault_type": "bad_deploy", "variation_strategy": "metric_value,red_herring_salience", "observation": {"tick": 0, "budget": 60.0, "alerts": ["[CRITICAL] notification-service critical \u2014 investigate first", "[WARNING] api-gateway slight degradation"], "service_metrics": {"notification-service": {"status": "critical", "http_server_error_rate": 0.8429}, "api-gateway": {"status": "degraded", "http_server_error_rate": 0.0937, "effective_rps_multiplier": 4.771593180784498}, "notification-db": {"status": "healthy", "http_server_error_rate": 0.0029}}, "logs": {"notification-service": ["Victim notification-service showing critical errors"], "api-gateway": ["Root api-gateway root cause"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "api-gateway"}}, {"action": "trace_dependencies", "params": {"service": "api-gateway"}}, {"action": "disable_retries", "params": {"service": "api-gateway"}}, {"action": "configure_retry_backoff", "params": {"service": "api-gateway"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "notification-service"}
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