| {"example_id": "cee9ac4a-8e8f-4d33-bf84-0ed0df470893", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_easy_thread_deadlock", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "alert_phrasing,metric_value,noise_injection", "observation": {"tick": 0, "budget": 30.0, "alerts": ["[CRITICAL] order-service: error_rate=0.88 exceeded threshold=0.05"], "service_metrics": {"order-service": {"status": "critical", "http_server_error_rate": 0.88, "runtime_blocked_thread_count": 58, "wait_ratio": 0.93}}, "logs": {"order-service": ["fault: task_easy_thread_deadlock"]}}, "gold_action_sequence": [{"action": "thread_dump", "params": {"service": "order-service"}}, {"action": "restart_thread_pool", "params": {"service": "order-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "order-service"} |
| {"example_id": "bae90332-491c-4af7-ba53-be20b460562a", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_easy_liveness_probe_flap", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "alert_phrasing,metric_value,noise_injection", "observation": {"tick": 0, "budget": 30.0, "alerts": ["[CRITICAL] payment-processor: error_rate=0.95 exceeded threshold=0.05"], "service_metrics": {"payment-processor": {"status": "critical", "http_server_error_rate": 0.95, "restart_count": 6, "startup_duration_s": 4.28596469315581}}, "logs": {"payment-processor": ["fault: task_easy_liveness_probe_flap"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "payment-processor"}}, {"action": "fetch_logs", "params": {"service": "payment-processor"}}, {"action": "adjust_probe_timing", "params": {"service": "payment-processor"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "payment-processor"} |
| {"example_id": "e9b1a6c9-ea08-4ab5-af78-3d1967623413", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_medium_mtls_rotation", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "alert_phrasing,metric_value,noise_injection,red_herring_salience", "observation": {"tick": 0, "budget": 60.0, "alerts": ["[CRITICAL] payment-service: error_rate=0.88 exceeded threshold=0.05"], "service_metrics": {"payment-service": {"status": "critical", "http_server_error_rate": 0.884, "sidecar_cert_rotation_status": "stale", "mtls_handshake_failure_rate": 0.6479}}, "logs": {"payment-service": ["fault: task_medium_mtls_rotation"]}}, "gold_action_sequence": [{"action": "inspect_mtls_status", "params": {"service": "payment-service"}}, {"action": "force_cert_rotation", "params": {"service": "payment-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "payment-service"} |
| {"example_id": "fc7a5039-0fc5-45b2-a888-7f1d50863322", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_hard_config_drift_noise", "tier": "hard", "fault_type": "config_drift", "variation_strategy": "alert_phrasing,metric_value,adversarial_content", "observation": {"tick": 0, "budget": 120.0, "alerts": ["[CRITICAL] api-gateway: error_rate=0.68 exceeded threshold=0.05"], "service_metrics": {"api-gateway": {"status": "critical", "http_server_error_rate": 0.6825, "process_open_file_descriptors": 4}}, "logs": {"api-gateway": ["fault: task_hard_config_drift_noise"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "api-gateway"}}, {"action": "fetch_logs", "params": {"service": "api-gateway"}}, {"action": "revert_config", "params": {"service": "api-gateway"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "api-gateway"} |
| {"example_id": "0311f825-c25c-4c03-946d-68aec8c5f7bc", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_hard_multiz_failover", "tier": "hard", "fault_type": "config_drift", "variation_strategy": "alert_phrasing,metric_value,adversarial_content", "observation": {"tick": 5, "budget": 105.0, "alerts": ["[CRI] svc:api- err=0.89 thr=0.05 dur=5t"], "service_metrics": {"api-gateway-az-a": {"status": "critical", "http_server_error_rate": 0.8914, "az_a_load_factor": 2.4307455625748666, "hikaricp_timeout_rate": 0.28}}, "logs": {"api-gateway-az-a": ["fault: task_hard_multiz_failover"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "api-gateway-az-a"}}, {"action": "rebalance_az_traffic", "params": {"service": "api-gateway-az-a"}}, {"action": "scale_az_capacity", "params": {"service": "api-gateway-az-a"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "api-gateway-az-a"} |
| {"example_id": "5fabca05-1b2a-40cd-818c-67923e26472d", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_easy_noisy_neighbor", "tier": "easy", "fault_type": "oom", "variation_strategy": "alert_phrasing,metric_value,noise_injection", "observation": {"tick": 2, "budget": 27.0, "alerts": ["[WARNING] batch-processor is experiencing 13.7% error rate (threshold: 5%). Immediate action required."], "service_metrics": {"batch-processor": {"status": "degraded", "http_server_error_rate": 0.1366, "noisy_pod_cpu_utilization": 0.72, "node_memory_pressure": 0.91}}, "logs": {"batch-processor": ["fault: task_easy_noisy_neighbor"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "batch-processor"}}, {"action": "evict_noisy_pod", "params": {"service": "batch-processor"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "batch-processor"} |
| {"example_id": "90e14851-d295-4e68-91bd-d8f58fe66dad", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_easy_cronjob_spike", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "alert_phrasing,metric_value,noise_injection", "observation": {"tick": 0, "budget": 30.0, "alerts": ["[WARNING] analytics-service: error_rate=0.22 exceeded threshold=0.05"], "service_metrics": {"analytics-service": {"status": "degraded", "http_server_error_rate": 0.2236, "process_memory_utilization": 0.93, "baseline_memory": 0.42}}, "logs": {"analytics-service": ["fault: task_easy_cronjob_spike"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "analytics-service"}}, {"action": "fetch_logs", "params": {"service": "analytics-service"}}, {"action": "scale_replicas", "params": {"service": "analytics-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "analytics-service"} |
| {"example_id": "3eb27532-c545-4478-9658-4804783f2ee5", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_hard_consensus_degradation", "tier": "hard", "fault_type": "config_drift", "variation_strategy": "alert_phrasing,metric_value,adversarial_content", "observation": {"tick": 7, "budget": 99.0, "alerts": ["Incident: config-service degraded \u2014 0.54 errors above 0 baseline (SLO burn: 10.9\u00d7/hr)"], "service_metrics": {"config-service": {"status": "critical", "http_server_error_rate": 0.5448, "config_data_age_seconds": 553, "consensus_leader_election_count": 8}}, "logs": {"config-service": ["fault: task_hard_consensus_degradation"]}}, "gold_action_sequence": [{"action": "inspect_consensus_state", "params": {"service": "config-service"}}, {"action": "isolate_minority_nodes", "params": {"service": "config-service"}}, {"action": "force_leader_election", "params": {"service": "config-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "config-service"} |
| {"example_id": "1bfa0c49-20ee-4694-8971-3f560b721e9a", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_hard_multiz_failover", "tier": "hard", "fault_type": "config_drift", "variation_strategy": "alert_phrasing,metric_value,adversarial_content", "observation": {"tick": 7, "budget": 99.0, "alerts": ["Incident: api-gateway-az-a degraded \u2014 0.64 errors above 0 baseline (SLO burn: 12.7\u00d7/hr)"], "service_metrics": {"api-gateway-az-a": {"status": "critical", "http_server_error_rate": 0.6373, "az_a_load_factor": 2.4699307447868346, "hikaricp_timeout_rate": 0.34}}, "logs": {"api-gateway-az-a": ["fault: task_hard_multiz_failover"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "api-gateway-az-a"}}, {"action": "rebalance_az_traffic", "params": {"service": "api-gateway-az-a"}}, {"action": "scale_az_capacity", "params": {"service": "api-gateway-az-a"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "api-gateway-az-a"} |
| {"example_id": "cf471c08-ba14-4bd3-9a60-8a936804d16e", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_hard_config_drift_noise", "tier": "hard", "fault_type": "config_drift", "variation_strategy": "alert_phrasing,metric_value,adversarial_content", "observation": {"tick": 5, "budget": 105.0, "alerts": ["[CRI] svc:agw err=0.76 thr=0.05 dur=5t"], "service_metrics": {"api-gateway": {"status": "critical", "http_server_error_rate": 0.7627, "process_open_file_descriptors": 3}}, "logs": {"api-gateway": ["fault: task_hard_config_drift_noise"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "api-gateway"}}, {"action": "fetch_logs", "params": {"service": "api-gateway"}}, {"action": "revert_config", "params": {"service": "api-gateway"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "api-gateway"} |
| {"example_id": "99bb6ae0-cfa8-45f5-8083-49affa2323a7", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_medium_mtls_rotation", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "alert_phrasing,metric_value,noise_injection,red_herring_salience", "observation": {"tick": 3, "budget": 54.0, "alerts": ["[CRI] svc:pay err=0.70 thr=0.05 dur=3t"], "service_metrics": {"payment-service": {"status": "critical", "http_server_error_rate": 0.6989, "sidecar_cert_rotation_status": "stale", "mtls_handshake_failure_rate": 0.8227}}, "logs": {"payment-service": ["fault: task_medium_mtls_rotation"]}}, "gold_action_sequence": [{"action": "inspect_mtls_status", "params": {"service": "payment-service"}}, {"action": "force_cert_rotation", "params": {"service": "payment-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "payment-service"} |
| {"example_id": "55cadb68-4e2a-40de-98f7-3f5ad21963c2", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_medium_replica_lag", "tier": "medium", "fault_type": "network_partition", "variation_strategy": "alert_phrasing,metric_value,noise_injection,red_herring_salience", "observation": {"tick": 5, "budget": 50.0, "alerts": ["Incident: user-service degraded \u2014 0.49 errors above 0 baseline (SLO burn: 9.7\u00d7/hr)"], "service_metrics": {"user-service": {"status": "critical", "http_server_error_rate": 0.4855, "db_replication_lag_seconds": 57, "http_server_write_path_error_rate": 0.0116}}, "logs": {"user-service": ["fault: task_medium_replica_lag"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "user-service"}}, {"action": "get_metrics_detail", "params": {"service": "user-service"}}, {"action": "redirect_reads_to_primary", "params": {"service": "user-service"}}, {"action": "force_replica_resync", "params": {"service": "user-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "user-service"} |
| {"example_id": "d996df28-bd75-4a55-ab8d-2fc5ff55cf49", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_easy_fail_slow_memleak", "tier": "easy", "fault_type": "memory_leak", "variation_strategy": "alert_phrasing,metric_value,noise_injection", "observation": {"tick": 4, "budget": 24.0, "alerts": ["[WAR] svc:pay err=0.06 thr=0.05 dur=4t"], "service_metrics": {"payment-service": {"status": "critical", "http_server_error_rate": 0.06, "process_memory_utilization": 0.74, "memory_trend": [0.62, 0.71, 0.74]}}, "logs": {"payment-service": ["fault: task_easy_fail_slow_memleak"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "payment-service"}}, {"action": "scale_replicas", "params": {"service": "payment-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "payment-service"} |
| {"example_id": "e23fb802-bbe4-42c2-beab-ee6c872270f7", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_easy_noisy_neighbor", "tier": "easy", "fault_type": "oom", "variation_strategy": "alert_phrasing,metric_value,noise_injection", "observation": {"tick": 6, "budget": 21.0, "alerts": ["Incident: batch-processor degraded \u2014 0.18 errors above 0 baseline (SLO burn: 3.6\u00d7/hr)"], "service_metrics": {"batch-processor": {"status": "degraded", "http_server_error_rate": 0.1795, "noisy_pod_cpu_utilization": 0.92, "node_memory_pressure": 0.85}}, "logs": {"batch-processor": ["fault: task_easy_noisy_neighbor"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "batch-processor"}}, {"action": "evict_noisy_pod", "params": {"service": "batch-processor"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "batch-processor"} |
| {"example_id": "c49b2a2d-6547-43dc-9104-4d11804da2b4", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_easy_fail_slow_memleak", "tier": "easy", "fault_type": "memory_leak", "variation_strategy": "alert_phrasing,metric_value,noise_injection", "observation": {"tick": 2, "budget": 27.0, "alerts": ["[WARNING] payment-service is experiencing 4.0% error rate (threshold: 5%). Immediate action required."], "service_metrics": {"payment-service": {"status": "critical", "http_server_error_rate": 0.04, "process_memory_utilization": 0.68, "memory_trend": [0.62, 0.65, 0.68]}}, "logs": {"payment-service": ["fault: task_easy_fail_slow_memleak"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "payment-service"}}, {"action": "scale_replicas", "params": {"service": "payment-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "payment-service"} |
| {"example_id": "1189a15f-41c7-41f9-b020-c3a2b5436906", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_hard_multiz_failover", "tier": "hard", "fault_type": "config_drift", "variation_strategy": "alert_phrasing,metric_value,adversarial_content", "observation": {"tick": 2, "budget": 114.0, "alerts": ["[CRITICAL] api-gateway-az-a is experiencing 61.7% error rate (threshold: 5%). Immediate action required."], "service_metrics": {"api-gateway-az-a": {"status": "critical", "http_server_error_rate": 0.6169, "az_a_load_factor": 1.6342928746019012, "hikaricp_timeout_rate": 0.27}}, "logs": {"api-gateway-az-a": ["fault: task_hard_multiz_failover"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "api-gateway-az-a"}}, {"action": "rebalance_az_traffic", "params": {"service": "api-gateway-az-a"}}, {"action": "scale_az_capacity", "params": {"service": "api-gateway-az-a"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "api-gateway-az-a"} |
| {"example_id": "6b9ddf1e-e18e-4eb9-9502-4f332061d82f", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_easy_liveness_probe_flap", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "alert_phrasing,metric_value,noise_injection", "observation": {"tick": 6, "budget": 21.0, "alerts": ["Incident: payment-processor degraded \u2014 0.95 errors above 0 baseline (SLO burn: 19.0\u00d7/hr)"], "service_metrics": {"payment-processor": {"status": "critical", "http_server_error_rate": 0.95, "restart_count": 10, "startup_duration_s": 5.291802183251487}}, "logs": {"payment-processor": ["fault: task_easy_liveness_probe_flap"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "payment-processor"}}, {"action": "fetch_logs", "params": {"service": "payment-processor"}}, {"action": "adjust_probe_timing", "params": {"service": "payment-processor"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "payment-processor"} |
| {"example_id": "436a6685-a74a-4e5d-b3a7-d6ef3babf862", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_hard_consensus_degradation", "tier": "hard", "fault_type": "config_drift", "variation_strategy": "alert_phrasing,metric_value,adversarial_content", "observation": {"tick": 5, "budget": 105.0, "alerts": ["[CRI] svc:conf err=0.70 thr=0.05 dur=5t"], "service_metrics": {"config-service": {"status": "critical", "http_server_error_rate": 0.7018, "config_data_age_seconds": 573, "consensus_leader_election_count": 4}}, "logs": {"config-service": ["fault: task_hard_consensus_degradation"]}}, "gold_action_sequence": [{"action": "inspect_consensus_state", "params": {"service": "config-service"}}, {"action": "isolate_minority_nodes", "params": {"service": "config-service"}}, {"action": "force_leader_election", "params": {"service": "config-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "config-service"} |
| {"example_id": "1702a9a5-bee0-4d59-a302-3a4a591b0e34", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_medium_bg_traffic_leak", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "alert_phrasing,metric_value,noise_injection,red_herring_salience", "observation": {"tick": 1, "budget": 58.0, "alerts": ["[WARNING] checkout-service is experiencing 6.5% error rate (threshold: 5%). Immediate action required."], "service_metrics": {"checkout-service": {"status": "degraded", "http_server_error_rate": 0.065, "blue_environment_traffic_fraction": 0.1, "blue_environment_error_rate": 0.65}}, "logs": {"checkout-service": ["fault: task_medium_bg_traffic_leak"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "api-gateway"}}, {"action": "complete_traffic_switch", "params": {"service": "api-gateway"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "checkout-service"} |
| {"example_id": "b6fcc98b-2b22-4019-9ca2-967ed9dcd1f1", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_hard_config_drift_noise", "tier": "hard", "fault_type": "config_drift", "variation_strategy": "alert_phrasing,metric_value,adversarial_content", "observation": {"tick": 2, "budget": 114.0, "alerts": ["[CRITICAL] api-gateway is experiencing 56.2% error rate (threshold: 5%). Immediate action required."], "service_metrics": {"api-gateway": {"status": "critical", "http_server_error_rate": 0.5621, "process_open_file_descriptors": 6}}, "logs": {"api-gateway": ["fault: task_hard_config_drift_noise"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "api-gateway"}}, {"action": "fetch_logs", "params": {"service": "api-gateway"}}, {"action": "revert_config", "params": {"service": "api-gateway"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "api-gateway"} |
| {"example_id": "ca1a93d2-21d3-4463-9ab1-7cce4e0ba48e", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_medium_bg_traffic_leak", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "alert_phrasing,metric_value,noise_injection,red_herring_salience", "observation": {"tick": 3, "budget": 54.0, "alerts": ["[WAR] svc:chec err=0.06 thr=0.05 dur=3t"], "service_metrics": {"checkout-service": {"status": "degraded", "http_server_error_rate": 0.055, "blue_environment_traffic_fraction": 0.1, "blue_environment_error_rate": 0.55}}, "logs": {"checkout-service": ["fault: task_medium_bg_traffic_leak"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "api-gateway"}}, {"action": "complete_traffic_switch", "params": {"service": "api-gateway"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "checkout-service"} |
| {"example_id": "4807505e-62b4-4567-a430-faee2a108089", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_easy_cronjob_spike", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "alert_phrasing,metric_value,noise_injection", "observation": {"tick": 6, "budget": 21.0, "alerts": ["Incident: analytics-service degraded \u2014 0.16 errors above 0 baseline (SLO burn: 3.3\u00d7/hr)"], "service_metrics": {"analytics-service": {"status": "degraded", "http_server_error_rate": 0.1638, "process_memory_utilization": 0.95, "baseline_memory": 0.42}}, "logs": {"analytics-service": ["fault: task_easy_cronjob_spike"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "analytics-service"}}, {"action": "fetch_logs", "params": {"service": "analytics-service"}}, {"action": "scale_replicas", "params": {"service": "analytics-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "analytics-service"} |
| {"example_id": "4f338030-4ce4-4b93-8837-cac7003da58c", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_hard_consensus_degradation", "tier": "hard", "fault_type": "config_drift", "variation_strategy": "alert_phrasing,metric_value,adversarial_content", "observation": {"tick": 0, "budget": 120.0, "alerts": ["[CRITICAL] config-service: error_rate=0.62 exceeded threshold=0.05"], "service_metrics": {"config-service": {"status": "critical", "http_server_error_rate": 0.6218, "config_data_age_seconds": 685, "consensus_leader_election_count": 4}}, "logs": {"config-service": ["fault: task_hard_consensus_degradation"]}}, "gold_action_sequence": [{"action": "inspect_consensus_state", "params": {"service": "config-service"}}, {"action": "isolate_minority_nodes", "params": {"service": "config-service"}}, {"action": "force_leader_election", "params": {"service": "config-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "config-service"} |
| {"example_id": "ebe1798c-87ca-4f5e-b0ba-d30a7402fb45", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_easy_fail_slow_memleak", "tier": "easy", "fault_type": "memory_leak", "variation_strategy": "alert_phrasing,metric_value,noise_injection", "observation": {"tick": 6, "budget": 21.0, "alerts": ["Incident: payment-service degraded \u2014 0.06 errors above 0 baseline (SLO burn: 1.2\u00d7/hr)"], "service_metrics": {"payment-service": {"status": "critical", "http_server_error_rate": 0.06, "process_memory_utilization": 0.77, "memory_trend": [0.62, 0.74, 0.77]}}, "logs": {"payment-service": ["fault: task_easy_fail_slow_memleak"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "payment-service"}}, {"action": "scale_replicas", "params": {"service": "payment-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "payment-service"} |
| {"example_id": "ee6a1d8a-0781-4f00-8d45-3c4cc399c112", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_medium_cascade_memleak", "tier": "medium", "fault_type": "memory_leak", "variation_strategy": "alert_phrasing,metric_value,noise_injection,red_herring_salience", "observation": {"tick": 0, "budget": 60.0, "alerts": ["[CRITICAL] payment-service: error_rate=0.51 exceeded threshold=0.05"], "service_metrics": {"payment-service": {"status": "critical", "http_server_error_rate": 0.5109, "process_memory_utilization": 0.82}}, "logs": {"payment-service": ["fault: task_medium_cascade_memleak"]}}, "gold_action_sequence": [{"action": "trace_dependencies", "params": {"service": "checkout-service"}}, {"action": "get_metrics_detail", "params": {"service": "payment-service"}}, {"action": "scale_replicas", "params": {"service": "payment-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "payment-service"} |
| {"example_id": "d3ccccca-56ad-46b6-bac7-076d2f73c0bd", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_easy_cronjob_spike", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "alert_phrasing,metric_value,noise_injection", "observation": {"tick": 4, "budget": 24.0, "alerts": ["[WAR] svc:anal err=0.23 thr=0.05 dur=4t"], "service_metrics": {"analytics-service": {"status": "degraded", "http_server_error_rate": 0.2337, "process_memory_utilization": 0.93, "baseline_memory": 0.28}}, "logs": {"analytics-service": ["fault: task_easy_cronjob_spike"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "analytics-service"}}, {"action": "fetch_logs", "params": {"service": "analytics-service"}}, {"action": "scale_replicas", "params": {"service": "analytics-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "analytics-service"} |
| {"example_id": "a4f889c4-13bb-4c1c-8103-99199333b08e", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_medium_mtls_rotation", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "alert_phrasing,metric_value,noise_injection,red_herring_salience", "observation": {"tick": 1, "budget": 58.0, "alerts": ["[CRITICAL] payment-service is experiencing 79.6% error rate (threshold: 5%). Immediate action required."], "service_metrics": {"payment-service": {"status": "critical", "http_server_error_rate": 0.7962, "sidecar_cert_rotation_status": "stale", "mtls_handshake_failure_rate": 0.879}}, "logs": {"payment-service": ["fault: task_medium_mtls_rotation"]}}, "gold_action_sequence": [{"action": "inspect_mtls_status", "params": {"service": "payment-service"}}, {"action": "force_cert_rotation", "params": {"service": "payment-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "payment-service"} |
| {"example_id": "90e0b0ee-cc7f-4d03-a3d8-d67791a5ddf1", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_easy_liveness_probe_flap", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "alert_phrasing,metric_value,noise_injection", "observation": {"tick": 4, "budget": 24.0, "alerts": ["[CRI] svc:paym err=0.95 thr=0.05 dur=4t"], "service_metrics": {"payment-processor": {"status": "critical", "http_server_error_rate": 0.95, "restart_count": 5, "startup_duration_s": 5.523159492664643}}, "logs": {"payment-processor": ["fault: task_easy_liveness_probe_flap"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "payment-processor"}}, {"action": "fetch_logs", "params": {"service": "payment-processor"}}, {"action": "adjust_probe_timing", "params": {"service": "payment-processor"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "payment-processor"} |
| {"example_id": "25290bc5-ffff-4c6b-96c9-5226d766fd07", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_medium_replica_lag", "tier": "medium", "fault_type": "network_partition", "variation_strategy": "alert_phrasing,metric_value,noise_injection,red_herring_salience", "observation": {"tick": 1, "budget": 58.0, "alerts": ["[CRITICAL] user-service is experiencing 55.1% error rate (threshold: 5%). Immediate action required."], "service_metrics": {"user-service": {"status": "critical", "http_server_error_rate": 0.551, "db_replication_lag_seconds": 68, "http_server_write_path_error_rate": 0.0153}}, "logs": {"user-service": ["fault: task_medium_replica_lag"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "user-service"}}, {"action": "get_metrics_detail", "params": {"service": "user-service"}}, {"action": "redirect_reads_to_primary", "params": {"service": "user-service"}}, {"action": "force_replica_resync", "params": {"service": "user-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "user-service"} |
| {"example_id": "b3b8064c-784e-463b-a0d5-5eaaebb8f5d6", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_hard_consensus_degradation", "tier": "hard", "fault_type": "config_drift", "variation_strategy": "alert_phrasing,metric_value,adversarial_content", "observation": {"tick": 2, "budget": 114.0, "alerts": ["[CRITICAL] config-service is experiencing 57.7% error rate (threshold: 5%). Immediate action required."], "service_metrics": {"config-service": {"status": "critical", "http_server_error_rate": 0.5766, "config_data_age_seconds": 652, "consensus_leader_election_count": 5}}, "logs": {"config-service": ["fault: task_hard_consensus_degradation"]}}, "gold_action_sequence": [{"action": "inspect_consensus_state", "params": {"service": "config-service"}}, {"action": "isolate_minority_nodes", "params": {"service": "config-service"}}, {"action": "force_leader_election", "params": {"service": "config-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "config-service"} |
| {"example_id": "27c364d2-f934-496e-a9a9-0fb6c0330003", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_easy_thread_deadlock", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "alert_phrasing,metric_value,noise_injection", "observation": {"tick": 2, "budget": 27.0, "alerts": ["[CRITICAL] order-service is experiencing 100.0% error rate (threshold: 5%). Immediate action required."], "service_metrics": {"order-service": {"status": "critical", "http_server_error_rate": 1.0, "runtime_blocked_thread_count": 51, "wait_ratio": 0.88}}, "logs": {"order-service": ["fault: task_easy_thread_deadlock"]}}, "gold_action_sequence": [{"action": "thread_dump", "params": {"service": "order-service"}}, {"action": "restart_thread_pool", "params": {"service": "order-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "order-service"} |
| {"example_id": "3ddfe171-7285-4ee1-a73f-36f9a0b4f90f", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_hard_multiz_failover", "tier": "hard", "fault_type": "config_drift", "variation_strategy": "alert_phrasing,metric_value,adversarial_content", "observation": {"tick": 0, "budget": 120.0, "alerts": ["[CRITICAL] api-gateway-az-a: error_rate=0.62 exceeded threshold=0.05"], "service_metrics": {"api-gateway-az-a": {"status": "critical", "http_server_error_rate": 0.6204, "az_a_load_factor": 2.1430358515232824, "hikaricp_timeout_rate": 0.2}}, "logs": {"api-gateway-az-a": ["fault: task_hard_multiz_failover"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "api-gateway-az-a"}}, {"action": "rebalance_az_traffic", "params": {"service": "api-gateway-az-a"}}, {"action": "scale_az_capacity", "params": {"service": "api-gateway-az-a"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "api-gateway-az-a"} |
| {"example_id": "b45f2fb3-7311-4dc2-8881-298e50aed5cb", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_easy_noisy_neighbor", "tier": "easy", "fault_type": "oom", "variation_strategy": "alert_phrasing,metric_value,noise_injection", "observation": {"tick": 0, "budget": 30.0, "alerts": ["[WARNING] batch-processor: error_rate=0.22 exceeded threshold=0.05"], "service_metrics": {"batch-processor": {"status": "degraded", "http_server_error_rate": 0.218, "noisy_pod_cpu_utilization": 0.88, "node_memory_pressure": 0.85}}, "logs": {"batch-processor": ["fault: task_easy_noisy_neighbor"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "batch-processor"}}, {"action": "evict_noisy_pod", "params": {"service": "batch-processor"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "batch-processor"} |
| {"example_id": "07ed2631-74af-44d5-8237-5dc60d06a320", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_easy_cronjob_spike", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "alert_phrasing,metric_value,noise_injection", "observation": {"tick": 2, "budget": 27.0, "alerts": ["[WARNING] analytics-service is experiencing 27.7% error rate (threshold: 5%). Immediate action required."], "service_metrics": {"analytics-service": {"status": "degraded", "http_server_error_rate": 0.2765, "process_memory_utilization": 0.95, "baseline_memory": 0.32}}, "logs": {"analytics-service": ["fault: task_easy_cronjob_spike"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "analytics-service"}}, {"action": "fetch_logs", "params": {"service": "analytics-service"}}, {"action": "scale_replicas", "params": {"service": "analytics-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "analytics-service"} |
| {"example_id": "851f23c5-4eae-4fc7-83c9-9bc355ec7f4a", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_easy_thread_deadlock", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "alert_phrasing,metric_value,noise_injection", "observation": {"tick": 4, "budget": 24.0, "alerts": ["[CRI] svc:orde err=0.97 thr=0.05 dur=4t"], "service_metrics": {"order-service": {"status": "critical", "http_server_error_rate": 0.97, "runtime_blocked_thread_count": 46, "wait_ratio": 0.94}}, "logs": {"order-service": ["fault: task_easy_thread_deadlock"]}}, "gold_action_sequence": [{"action": "thread_dump", "params": {"service": "order-service"}}, {"action": "restart_thread_pool", "params": {"service": "order-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "order-service"} |
| {"example_id": "cbe2c002-2d39-4521-82e7-2f4a5352c0ca", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_easy_fail_slow_memleak", "tier": "easy", "fault_type": "memory_leak", "variation_strategy": "alert_phrasing,metric_value,noise_injection", "observation": {"tick": 0, "budget": 30.0, "alerts": ["[WARNING] payment-service: error_rate=0.06 exceeded threshold=0.05"], "service_metrics": {"payment-service": {"status": "critical", "http_server_error_rate": 0.06, "process_memory_utilization": 0.77, "memory_trend": [0.62, 0.74, 0.77]}}, "logs": {"payment-service": ["fault: task_easy_fail_slow_memleak"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "payment-service"}}, {"action": "scale_replicas", "params": {"service": "payment-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "payment-service"} |
| {"example_id": "d0f22bfb-3b50-45b7-b03b-6fa074fd3db0", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_easy_thread_deadlock", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "alert_phrasing,metric_value,noise_injection", "observation": {"tick": 6, "budget": 21.0, "alerts": ["Incident: order-service degraded \u2014 0.97 errors above 0 baseline (SLO burn: 19.4\u00d7/hr)"], "service_metrics": {"order-service": {"status": "critical", "http_server_error_rate": 0.97, "runtime_blocked_thread_count": 45, "wait_ratio": 0.99}}, "logs": {"order-service": ["fault: task_easy_thread_deadlock"]}}, "gold_action_sequence": [{"action": "thread_dump", "params": {"service": "order-service"}}, {"action": "restart_thread_pool", "params": {"service": "order-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "order-service"} |
| {"example_id": "a45b6e3b-d704-4178-91fc-be44ed00ad0a", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_hard_config_drift_noise", "tier": "hard", "fault_type": "config_drift", "variation_strategy": "alert_phrasing,metric_value,adversarial_content", "observation": {"tick": 7, "budget": 99.0, "alerts": ["Incident: api-gateway degraded \u2014 0.75 errors above 0 baseline (SLO burn: 15.0\u00d7/hr)"], "service_metrics": {"api-gateway": {"status": "critical", "http_server_error_rate": 0.7505, "process_open_file_descriptors": 6}}, "logs": {"api-gateway": ["fault: task_hard_config_drift_noise"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "api-gateway"}}, {"action": "fetch_logs", "params": {"service": "api-gateway"}}, {"action": "revert_config", "params": {"service": "api-gateway"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "api-gateway"} |
| {"example_id": "da9995c4-b4f4-43aa-a762-54092f3dcf58", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_medium_mtls_rotation", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "alert_phrasing,metric_value,noise_injection,red_herring_salience", "observation": {"tick": 5, "budget": 50.0, "alerts": ["Incident: payment-service degraded \u2014 0.56 errors above 0 baseline (SLO burn: 11.2\u00d7/hr)"], "service_metrics": {"payment-service": {"status": "critical", "http_server_error_rate": 0.5576, "sidecar_cert_rotation_status": "stale", "mtls_handshake_failure_rate": 0.7719}}, "logs": {"payment-service": ["fault: task_medium_mtls_rotation"]}}, "gold_action_sequence": [{"action": "inspect_mtls_status", "params": {"service": "payment-service"}}, {"action": "force_cert_rotation", "params": {"service": "payment-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "payment-service"} |
| {"example_id": "2cfc680d-585b-4fa9-97f0-88159cd25e60", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_medium_bg_traffic_leak", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "alert_phrasing,metric_value,noise_injection,red_herring_salience", "observation": {"tick": 0, "budget": 60.0, "alerts": ["[WARNING] checkout-service: error_rate=0.13 exceeded threshold=0.05"], "service_metrics": {"checkout-service": {"status": "degraded", "http_server_error_rate": 0.13, "blue_environment_traffic_fraction": 0.2, "blue_environment_error_rate": 0.65}}, "logs": {"checkout-service": ["fault: task_medium_bg_traffic_leak"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "api-gateway"}}, {"action": "complete_traffic_switch", "params": {"service": "api-gateway"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "checkout-service"} |
| {"example_id": "77d9b725-36a8-483d-9781-d360a48e33af", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_medium_cascade_memleak", "tier": "medium", "fault_type": "memory_leak", "variation_strategy": "alert_phrasing,metric_value,noise_injection,red_herring_salience", "observation": {"tick": 0, "budget": 60.0, "alerts": ["[WARNING] payment-service: error_rate=0.37 exceeded threshold=0.05"], "service_metrics": {"payment-service": {"status": "critical", "http_server_error_rate": 0.3725, "process_memory_utilization": 0.82}}, "logs": {"payment-service": ["fault: task_medium_cascade_memleak"]}}, "gold_action_sequence": [{"action": "trace_dependencies", "params": {"service": "checkout-service"}}, {"action": "get_metrics_detail", "params": {"service": "payment-service"}}, {"action": "scale_replicas", "params": {"service": "payment-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "payment-service"} |
| {"example_id": "95c1eb50-7597-4fce-b8cf-4294d84867ae", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_medium_cascade_memleak", "tier": "medium", "fault_type": "memory_leak", "variation_strategy": "alert_phrasing,metric_value,noise_injection,red_herring_salience", "observation": {"tick": 5, "budget": 50.0, "alerts": ["Incident: payment-service degraded \u2014 0.58 errors above 0 baseline (SLO burn: 11.6\u00d7/hr)"], "service_metrics": {"payment-service": {"status": "critical", "http_server_error_rate": 0.5783, "process_memory_utilization": 0.82}}, "logs": {"payment-service": ["fault: task_medium_cascade_memleak"]}}, "gold_action_sequence": [{"action": "trace_dependencies", "params": {"service": "checkout-service"}}, {"action": "get_metrics_detail", "params": {"service": "payment-service"}}, {"action": "scale_replicas", "params": {"service": "payment-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "payment-service"} |
| {"example_id": "47a5e376-f328-47c9-a91c-c48d95326836", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_easy_liveness_probe_flap", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "alert_phrasing,metric_value,noise_injection", "observation": {"tick": 2, "budget": 27.0, "alerts": ["[CRITICAL] payment-processor is experiencing 100.0% error rate (threshold: 5%). Immediate action required."], "service_metrics": {"payment-processor": {"status": "critical", "http_server_error_rate": 1.0, "restart_count": 8, "startup_duration_s": 5.510775647449431}}, "logs": {"payment-processor": ["fault: task_easy_liveness_probe_flap"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "payment-processor"}}, {"action": "fetch_logs", "params": {"service": "payment-processor"}}, {"action": "adjust_probe_timing", "params": {"service": "payment-processor"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "payment-processor"} |
| {"example_id": "dae0dacd-31d0-40fa-bcaf-7983af9fce49", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_easy_noisy_neighbor", "tier": "easy", "fault_type": "oom", "variation_strategy": "alert_phrasing,metric_value,noise_injection", "observation": {"tick": 4, "budget": 24.0, "alerts": ["[WAR] svc:batc err=0.18 thr=0.05 dur=4t"], "service_metrics": {"batch-processor": {"status": "degraded", "http_server_error_rate": 0.1779, "noisy_pod_cpu_utilization": 0.92, "node_memory_pressure": 0.94}}, "logs": {"batch-processor": ["fault: task_easy_noisy_neighbor"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "batch-processor"}}, {"action": "evict_noisy_pod", "params": {"service": "batch-processor"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "batch-processor"} |
| {"example_id": "0d7df404-da79-4033-8c39-0cfe97a001fb", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_medium_bg_traffic_leak", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "alert_phrasing,metric_value,noise_injection,red_herring_salience", "observation": {"tick": 0, "budget": 60.0, "alerts": ["[WARNING] checkout-service: error_rate=0.07 exceeded threshold=0.05"], "service_metrics": {"checkout-service": {"status": "degraded", "http_server_error_rate": 0.0675, "blue_environment_traffic_fraction": 0.15, "blue_environment_error_rate": 0.45}}, "logs": {"checkout-service": ["fault: task_medium_bg_traffic_leak"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "api-gateway"}}, {"action": "complete_traffic_switch", "params": {"service": "api-gateway"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "checkout-service"} |
| {"example_id": "2368b420-cea7-493a-b478-744391f87baa", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_medium_replica_lag", "tier": "medium", "fault_type": "network_partition", "variation_strategy": "alert_phrasing,metric_value,noise_injection,red_herring_salience", "observation": {"tick": 3, "budget": 54.0, "alerts": ["[WAR] svc:user err=0.43 thr=0.05 dur=3t"], "service_metrics": {"user-service": {"status": "critical", "http_server_error_rate": 0.4289, "db_replication_lag_seconds": 73, "http_server_write_path_error_rate": 0.0165}}, "logs": {"user-service": ["fault: task_medium_replica_lag"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "user-service"}}, {"action": "get_metrics_detail", "params": {"service": "user-service"}}, {"action": "redirect_reads_to_primary", "params": {"service": "user-service"}}, {"action": "force_replica_resync", "params": {"service": "user-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "user-service"} |
| {"example_id": "8b3a0f30-62dd-42ce-b97e-fa8524d9fbb2", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_medium_cascade_memleak", "tier": "medium", "fault_type": "memory_leak", "variation_strategy": "alert_phrasing,metric_value,noise_injection,red_herring_salience", "observation": {"tick": 1, "budget": 58.0, "alerts": ["[WARNING] payment-service is experiencing 35.6% error rate (threshold: 5%). Immediate action required."], "service_metrics": {"payment-service": {"status": "critical", "http_server_error_rate": 0.3561, "process_memory_utilization": 0.72}}, "logs": {"payment-service": ["fault: task_medium_cascade_memleak"]}}, "gold_action_sequence": [{"action": "trace_dependencies", "params": {"service": "checkout-service"}}, {"action": "get_metrics_detail", "params": {"service": "payment-service"}}, {"action": "scale_replicas", "params": {"service": "payment-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "payment-service"} |
| {"example_id": "49e0dda1-de86-4779-af47-9b4db9874af1", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_medium_cascade_memleak", "tier": "medium", "fault_type": "memory_leak", "variation_strategy": "alert_phrasing,metric_value,noise_injection,red_herring_salience", "observation": {"tick": 3, "budget": 54.0, "alerts": ["[WAR] svc:pay err=0.40 thr=0.05 dur=3t"], "service_metrics": {"payment-service": {"status": "critical", "http_server_error_rate": 0.4048, "process_memory_utilization": 0.86}}, "logs": {"payment-service": ["fault: task_medium_cascade_memleak"]}}, "gold_action_sequence": [{"action": "trace_dependencies", "params": {"service": "checkout-service"}}, {"action": "get_metrics_detail", "params": {"service": "payment-service"}}, {"action": "scale_replicas", "params": {"service": "payment-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "payment-service"} |
| {"example_id": "6f8559e0-7357-4ba5-ac20-8a42b6bf608b", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_medium_bg_traffic_leak", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "alert_phrasing,metric_value,noise_injection,red_herring_salience", "observation": {"tick": 5, "budget": 50.0, "alerts": ["Incident: checkout-service degraded \u2014 0.16 errors above 0 baseline (SLO burn: 3.2\u00d7/hr)"], "service_metrics": {"checkout-service": {"status": "degraded", "http_server_error_rate": 0.1625, "blue_environment_traffic_fraction": 0.25, "blue_environment_error_rate": 0.65}}, "logs": {"checkout-service": ["fault: task_medium_bg_traffic_leak"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "api-gateway"}}, {"action": "complete_traffic_switch", "params": {"service": "api-gateway"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "checkout-service"} |
| {"example_id": "b6bbf627-ca4d-477c-81ed-1000ffdb8954", "source_script": "gen_11_mixed_alert_phrasing.py", "task_seed_id": "task_medium_replica_lag", "tier": "medium", "fault_type": "network_partition", "variation_strategy": "alert_phrasing,metric_value,noise_injection,red_herring_salience", "observation": {"tick": 0, "budget": 60.0, "alerts": ["[WARNING] user-service: error_rate=0.29 exceeded threshold=0.05"], "service_metrics": {"user-service": {"status": "critical", "http_server_error_rate": 0.2934, "db_replication_lag_seconds": 27, "http_server_write_path_error_rate": 0.0172}}, "logs": {"user-service": ["fault: task_medium_replica_lag"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "user-service"}}, {"action": "get_metrics_detail", "params": {"service": "user-service"}}, {"action": "redirect_reads_to_primary", "params": {"service": "user-service"}}, {"action": "force_replica_resync", "params": {"service": "user-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "user-service"} |
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