| {"example_id": "ee413d61-198a-4505-ac09-0ab7f8f50108", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_easy_image_pull_backoff", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 6, "budget": 21.0, "alerts": ["[WARNING] recommendation-engine SLO burn 4.0\u00d7/hr"], "service_metrics": {"recommendation-engine": {"status": "degraded", "http_server_error_rate": 0.45522971683124974, "image_pull_backoff_seconds": 271, "restart_count": 4}}, "logs": {"recommendation-engine": ["fault: task_easy_image_pull_backoff"]}}, "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": "2caaff14-19a2-4f88-97d4-2df46c9328a6", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_medium_stale_registry", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 1, "budget": 58.0, "alerts": ["[WARNING] recommendation-engine SLO burn 5.8\u00d7/hr"], "service_metrics": {"recommendation-engine": {"status": "degraded", "http_server_error_rate": 0.1429, "registry_stale_instance_count": 1, "registry_health_check_age_seconds": 205}}, "logs": {"recommendation-engine": ["fault: task_medium_stale_registry"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "recommendation-engine"}}, {"action": "deregister_stale_instances", "params": {"service": "recommendation-engine"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "recommendation-engine"} |
| {"example_id": "33e6832f-f7c1-44a1-b51b-b28879005d1e", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_medium_corrupted_external_dep", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 0, "budget": 60.0, "alerts": ["[WARNING] account-service SLO burn 4.5\u00d7/hr"], "service_metrics": {"account-service": {"status": "critical", "http_server_error_rate": 0.5953447681743247, "dependency_health_score": 0.26087799926291605, "last_deployment_age_seconds": 741}}, "logs": {"account-service": ["fault: task_medium_corrupted_external_dep"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "account-service"}}, {"action": "rollback_deploy", "params": {"service": "account-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "user-service"} |
| {"example_id": "0625f683-75c5-4618-8ba8-23d5eaf0aa2c", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_hard_dual_fault_shared_cascade", "tier": "hard", "fault_type": "bad_deploy", "variation_strategy": "service_pool_substitution,metric_value,adversarial_content", "observation": {"tick": 0, "budget": 120.0, "alerts": ["[WARNING] identity-service SLO burn 3.0\u00d7/hr"], "service_metrics": {"identity-service": {"status": "critical", "http_server_error_rate": 0.4726936428031588, "process_memory_utilization": 0.8463, "memory_trend": [0.6962, 0.7861, 0.8463], "auth_error_rate": 0.65}}, "logs": {"identity-service": ["fault: task_hard_dual_fault_shared_cascade"]}}, "gold_action_sequence": [{"action": "trace_dependencies", "params": {"service": "purchase-service"}}, {"action": "rollback_deploy", "params": {"service": "identity-service"}}, {"action": "scale_replicas", "params": {"service": "billing-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "auth-service"} |
| {"example_id": "f446bfa2-c907-4ad4-96f6-fabbbf2741d4", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_easy_log_debug_disk", "tier": "easy", "fault_type": "config_drift", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 2, "budget": 27.0, "alerts": ["[WARNING] ingress-controller SLO burn 5.1\u00d7/hr"], "service_metrics": {"ingress-controller": {"status": "critical", "http_server_error_rate": 0.6267725204022712, "process_disk_usage_ratio": 0.98, "application_log_level": "DEBUG"}}, "logs": {"ingress-controller": ["fault: task_easy_log_debug_disk"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "ingress-controller"}}, {"action": "set_log_level", "params": {"service": "ingress-controller, level=\"INFO\""}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "api-gateway"} |
| {"example_id": "d6b136ac-49a9-4eff-b6b8-05a1f8bd4ea5", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_easy_rollout_stuck", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 2, "budget": 27.0, "alerts": ["[WARNING] purchase-service SLO burn 1.8\u00d7/hr"], "service_metrics": {"purchase-service": {"status": "degraded", "http_server_error_rate": 0.37148423746733844, "deployment_rollout_progress_pct": 0.3}}, "logs": {"purchase-service": ["fault: task_easy_rollout_stuck"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "purchase-service"}}, {"action": "rollback_deployment_rollout", "params": {"service": "purchase-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "checkout-service"} |
| {"example_id": "b67553fb-ffe3-4c74-bd16-bf4e6426348f", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_easy_noisy_neighbor", "tier": "easy", "fault_type": "oom", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 2, "budget": 27.0, "alerts": ["[WARNING] batch-processor SLO burn 2.5\u00d7/hr"], "service_metrics": {"batch-processor": {"status": "degraded", "http_server_error_rate": 0.19939752026446514, "noisy_pod_cpu_utilization": 0.88, "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": "0346a244-493d-466b-be00-270b41bd881c", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_medium_corrupted_external_dep", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 1, "budget": 58.0, "alerts": ["[WARNING] profile-service SLO burn 7.0\u00d7/hr"], "service_metrics": {"profile-service": {"status": "critical", "http_server_error_rate": 0.6435997466341764, "dependency_health_score": 0.28537838828965745, "last_deployment_age_seconds": 573}}, "logs": {"profile-service": ["fault: task_medium_corrupted_external_dep"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "profile-service"}}, {"action": "rollback_deploy", "params": {"service": "profile-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "user-service"} |
| {"example_id": "9b1074ee-048e-4327-94e9-5dc9caac9a57", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_medium_stale_registry", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 3, "budget": 54.0, "alerts": ["[WARNING] recommendation-engine SLO burn 7.0\u00d7/hr"], "service_metrics": {"recommendation-engine": {"status": "degraded", "http_server_error_rate": 0.1538, "registry_stale_instance_count": 2, "registry_health_check_age_seconds": 196}}, "logs": {"recommendation-engine": ["fault: task_medium_stale_registry"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "recommendation-engine"}}, {"action": "deregister_stale_instances", "params": {"service": "recommendation-engine"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "recommendation-engine"} |
| {"example_id": "e6675371-21df-42f4-9cc4-dd191249bf12", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_medium_config_race", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 5, "budget": 50.0, "alerts": ["[WARNING] ingress-controller SLO burn 3.0\u00d7/hr"], "service_metrics": {"ingress-controller": {"status": "critical", "http_server_error_rate": 0.6192661996430058, "config_version_mismatch": true}}, "logs": {"ingress-controller": ["fault: task_medium_config_race"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "ingress-controller"}}, {"action": "trace_dependencies", "params": {"service": "ingress-controller"}}, {"action": "revert_config", "params": {"service": "ingress-controller"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "api-gateway"} |
| {"example_id": "8cde8d3f-ab69-496c-bcb3-9a27ecf5ac58", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_easy_noisy_neighbor", "tier": "easy", "fault_type": "oom", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 4, "budget": 24.0, "alerts": ["[WARNING] batch-processor SLO burn 3.2\u00d7/hr"], "service_metrics": {"batch-processor": {"status": "degraded", "http_server_error_rate": 0.19628626915039898, "noisy_pod_cpu_utilization": 0.78, "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": "620e8891-ac8e-4d01-a7b9-cbe717eb6e1b", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_easy_image_pull_backoff", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 2, "budget": 27.0, "alerts": ["[WARNING] recommendation-engine SLO burn 1.8\u00d7/hr"], "service_metrics": {"recommendation-engine": {"status": "degraded", "http_server_error_rate": 0.49931597810217776, "image_pull_backoff_seconds": 188, "restart_count": 7}}, "logs": {"recommendation-engine": ["fault: task_easy_image_pull_backoff"]}}, "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": "afc0b02c-d51e-453e-8eb5-8dd6cbe602ce", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_medium_config_race", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 3, "budget": 54.0, "alerts": ["[WARNING] edge-proxy SLO burn 7.0\u00d7/hr"], "service_metrics": {"edge-proxy": {"status": "critical", "http_server_error_rate": 0.7381830768161461, "config_version_mismatch": true}}, "logs": {"edge-proxy": ["fault: task_medium_config_race"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "edge-proxy"}}, {"action": "trace_dependencies", "params": {"service": "edge-proxy"}}, {"action": "revert_config", "params": {"service": "edge-proxy"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "api-gateway"} |
| {"example_id": "79384ebe-d040-4fae-9d41-cfc2656b7175", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_medium_corrupted_external_dep", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 5, "budget": 50.0, "alerts": ["[WARNING] member-service SLO burn 2.2\u00d7/hr"], "service_metrics": {"member-service": {"status": "critical", "http_server_error_rate": 0.5284280772971696, "dependency_health_score": 0.38079515444159373, "last_deployment_age_seconds": 627}}, "logs": {"member-service": ["fault: task_medium_corrupted_external_dep"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "member-service"}}, {"action": "rollback_deploy", "params": {"service": "member-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "user-service"} |
| {"example_id": "af966275-d3be-4c44-b5d6-c3f971330d82", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_easy_log_debug_disk", "tier": "easy", "fault_type": "config_drift", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 0, "budget": 30.0, "alerts": ["[WARNING] frontend-gateway SLO burn 3.2\u00d7/hr"], "service_metrics": {"frontend-gateway": {"status": "critical", "http_server_error_rate": 0.6150138749683512, "process_disk_usage_ratio": 0.94, "application_log_level": "DEBUG"}}, "logs": {"frontend-gateway": ["fault: task_easy_log_debug_disk"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "frontend-gateway"}}, {"action": "set_log_level", "params": {"service": "frontend-gateway, level=\"INFO\""}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "api-gateway"} |
| {"example_id": "c5e854aa-69ff-41b3-84bd-ff0ece8b5416", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_easy_log_debug_disk", "tier": "easy", "fault_type": "config_drift", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 4, "budget": 24.0, "alerts": ["[WARNING] frontend-gateway SLO burn 1.8\u00d7/hr"], "service_metrics": {"frontend-gateway": {"status": "critical", "http_server_error_rate": 0.6696455777357238, "process_disk_usage_ratio": 0.98, "application_log_level": "DEBUG"}}, "logs": {"frontend-gateway": ["fault: task_easy_log_debug_disk"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "frontend-gateway"}}, {"action": "set_log_level", "params": {"service": "frontend-gateway, level=\"INFO\""}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "api-gateway"} |
| {"example_id": "f7061550-f1b2-41e2-bd1f-7b4e03356ea9", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_medium_stale_registry", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 0, "budget": 60.0, "alerts": ["[WARNING] recommendation-engine SLO burn 7.0\u00d7/hr"], "service_metrics": {"recommendation-engine": {"status": "degraded", "http_server_error_rate": 0.3, "registry_stale_instance_count": 3, "registry_health_check_age_seconds": 140}}, "logs": {"recommendation-engine": ["fault: task_medium_stale_registry"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "recommendation-engine"}}, {"action": "deregister_stale_instances", "params": {"service": "recommendation-engine"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "recommendation-engine"} |
| {"example_id": "e4414d69-0cd9-4049-8db4-2329bcf11151", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_easy_noisy_neighbor", "tier": "easy", "fault_type": "oom", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 6, "budget": 21.0, "alerts": ["[WARNING] batch-processor SLO burn 3.2\u00d7/hr"], "service_metrics": {"batch-processor": {"status": "degraded", "http_server_error_rate": 0.1228982594808038, "noisy_pod_cpu_utilization": 0.88, "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": "46c94267-af43-416d-8d8c-2c2ba7b58040", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_easy_log_debug_disk", "tier": "easy", "fault_type": "config_drift", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 6, "budget": 21.0, "alerts": ["[WARNING] edge-proxy SLO burn 3.2\u00d7/hr"], "service_metrics": {"edge-proxy": {"status": "critical", "http_server_error_rate": 0.8422685021145814, "process_disk_usage_ratio": 0.91, "application_log_level": "DEBUG"}}, "logs": {"edge-proxy": ["fault: task_easy_log_debug_disk"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "edge-proxy"}}, {"action": "set_log_level", "params": {"service": "edge-proxy, level=\"INFO\""}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "api-gateway"} |
| {"example_id": "0c396be9-a72b-4f76-ae95-d352dfd2771b", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_easy_rollout_stuck", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 0, "budget": 30.0, "alerts": ["[WARNING] purchase-service SLO burn 5.1\u00d7/hr"], "service_metrics": {"purchase-service": {"status": "degraded", "http_server_error_rate": 0.38716001682186457, "deployment_rollout_progress_pct": 0.7}}, "logs": {"purchase-service": ["fault: task_easy_rollout_stuck"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "purchase-service"}}, {"action": "rollback_deployment_rollout", "params": {"service": "purchase-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "checkout-service"} |
| {"example_id": "699e1d7c-b174-4b18-aa2c-ef29677daaff", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_medium_corrupted_external_dep", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 0, "budget": 60.0, "alerts": ["[WARNING] member-service SLO burn 7.0\u00d7/hr"], "service_metrics": {"member-service": {"status": "critical", "http_server_error_rate": 0.5177491746951702, "dependency_health_score": 0.36230067662752974, "last_deployment_age_seconds": 619}}, "logs": {"member-service": ["fault: task_medium_corrupted_external_dep"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "member-service"}}, {"action": "rollback_deploy", "params": {"service": "member-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "user-service"} |
| {"example_id": "48d91ee3-f02e-45ee-9e18-733031050866", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_medium_config_race", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 1, "budget": 58.0, "alerts": ["[WARNING] ingress-controller SLO burn 7.0\u00d7/hr"], "service_metrics": {"ingress-controller": {"status": "critical", "http_server_error_rate": 0.8463469597926079, "config_version_mismatch": true}}, "logs": {"ingress-controller": ["fault: task_medium_config_race"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "ingress-controller"}}, {"action": "trace_dependencies", "params": {"service": "ingress-controller"}}, {"action": "revert_config", "params": {"service": "ingress-controller"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "api-gateway"} |
| {"example_id": "f07e98bf-5ddd-4bd6-aaa2-220154a7fdb4", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_hard_redis_split_brain", "tier": "hard", "fault_type": "network_partition", "variation_strategy": "service_pool_substitution,metric_value,adversarial_content", "observation": {"tick": 0, "budget": 120.0, "alerts": ["[WARNING] cache SLO burn 3.0\u00d7/hr"], "service_metrics": {"cache": {"status": "critical", "http_server_error_rate": 0.5690011916651643, "redis_diverged_key_count": 28745, "data_inconsistency_rate": 0.13956670974060092}}, "logs": {"cache": ["fault: task_hard_redis_split_brain"]}}, "gold_action_sequence": [{"action": "inspect_cluster_topology", "params": {"service": "redis-cluster"}}, {"action": "flush_diverged_keys", "params": {"service": "redis-cluster"}}, {"action": "force_cluster_resync", "params": {"service": "redis-cluster"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "cache"} |
| {"example_id": "c4169ea1-3f16-428c-a7d7-f9a8030224f5", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_medium_config_race", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 0, "budget": 60.0, "alerts": ["[WARNING] edge-proxy SLO burn 2.2\u00d7/hr"], "service_metrics": {"edge-proxy": {"status": "critical", "http_server_error_rate": 0.7834925268782481, "config_version_mismatch": true}}, "logs": {"edge-proxy": ["fault: task_medium_config_race"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "edge-proxy"}}, {"action": "trace_dependencies", "params": {"service": "edge-proxy"}}, {"action": "revert_config", "params": {"service": "edge-proxy"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "api-gateway"} |
| {"example_id": "5bd1f1d6-5b71-42c2-b982-60838cc37e29", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_hard_redis_split_brain", "tier": "hard", "fault_type": "network_partition", "variation_strategy": "service_pool_substitution,metric_value,adversarial_content", "observation": {"tick": 7, "budget": 99.0, "alerts": ["[WARNING] cache SLO burn 10.0\u00d7/hr"], "service_metrics": {"cache": {"status": "critical", "http_server_error_rate": 0.5935353205496146, "redis_diverged_key_count": 61007, "data_inconsistency_rate": 0.18771807921776473}}, "logs": {"cache": ["fault: task_hard_redis_split_brain"]}}, "gold_action_sequence": [{"action": "inspect_cluster_topology", "params": {"service": "redis-cluster"}}, {"action": "flush_diverged_keys", "params": {"service": "redis-cluster"}}, {"action": "force_cluster_resync", "params": {"service": "redis-cluster"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "cache"} |
| {"example_id": "1137bef4-fe44-427c-a346-2c3fd7e6c799", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_medium_db_connection_herd", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 1, "budget": 58.0, "alerts": ["[WARNING] data-proxy SLO burn 7.0\u00d7/hr"], "service_metrics": {"data-proxy": {"status": "critical", "http_server_error_rate": 0.430409959052635, "db_active_connections": 238, "db_max_connections": 200}}, "logs": {"data-proxy": ["fault: task_medium_db_connection_herd"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "data-proxy"}}, {"action": "stagger_connection_pool_reconnect", "params": {"service": "data-proxy"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "db-proxy"} |
| {"example_id": "d7ce2b27-0ae8-4e64-9c2b-6de7a3c99365", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_hard_cache_corruption", "tier": "hard", "fault_type": "config_drift", "variation_strategy": "service_pool_substitution,metric_value,adversarial_content", "observation": {"tick": 2, "budget": 114.0, "alerts": ["[WARNING] cache SLO burn 3.0\u00d7/hr"], "service_metrics": {"cache": {"status": "critical", "http_server_error_rate": 0.648638646352644, "cache_checksum_errors": 302, "cache_hit_rate": 0.12986393116412326}}, "logs": {"cache": ["fault: task_hard_cache_corruption"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "cache"}}, {"action": "evict_corrupted_keys", "params": {"service": "cache"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "cache"} |
| {"example_id": "407252ca-c2bf-4a32-81c5-c87991f069c7", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_hard_cache_corruption", "tier": "hard", "fault_type": "config_drift", "variation_strategy": "service_pool_substitution,metric_value,adversarial_content", "observation": {"tick": 5, "budget": 105.0, "alerts": ["[WARNING] cache SLO burn 8.0\u00d7/hr"], "service_metrics": {"cache": {"status": "critical", "http_server_error_rate": 0.5277907025699036, "cache_checksum_errors": 170, "cache_hit_rate": 0.13457051866422035}}, "logs": {"cache": ["fault: task_hard_cache_corruption"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "cache"}}, {"action": "evict_corrupted_keys", "params": {"service": "cache"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "cache"} |
| {"example_id": "95c8c340-7ea1-4855-94da-aefd2e2976c9", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_hard_redis_split_brain", "tier": "hard", "fault_type": "network_partition", "variation_strategy": "service_pool_substitution,metric_value,adversarial_content", "observation": {"tick": 2, "budget": 114.0, "alerts": ["[WARNING] cache SLO burn 6.0\u00d7/hr"], "service_metrics": {"cache": {"status": "critical", "http_server_error_rate": 0.48326712135254807, "redis_diverged_key_count": 74671, "data_inconsistency_rate": 0.10299235635911683}}, "logs": {"cache": ["fault: task_hard_redis_split_brain"]}}, "gold_action_sequence": [{"action": "inspect_cluster_topology", "params": {"service": "redis-cluster"}}, {"action": "flush_diverged_keys", "params": {"service": "redis-cluster"}}, {"action": "force_cluster_resync", "params": {"service": "redis-cluster"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "cache"} |
| {"example_id": "bd2e8235-c9b2-4204-b9ae-72eb172b6e78", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_easy_noisy_neighbor", "tier": "easy", "fault_type": "oom", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 0, "budget": 30.0, "alerts": ["[WARNING] batch-processor SLO burn 1.8\u00d7/hr"], "service_metrics": {"batch-processor": {"status": "degraded", "http_server_error_rate": 0.19260578599671413, "noisy_pod_cpu_utilization": 0.88, "node_memory_pressure": 0.88}}, "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": "7ddd3d7b-c2a4-441b-a56c-f81fd4fe3366", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_easy_image_pull_backoff", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 4, "budget": 24.0, "alerts": ["[WARNING] recommendation-engine SLO burn 4.0\u00d7/hr"], "service_metrics": {"recommendation-engine": {"status": "degraded", "http_server_error_rate": 0.40931774900329515, "image_pull_backoff_seconds": 86, "restart_count": 5}}, "logs": {"recommendation-engine": ["fault: task_easy_image_pull_backoff"]}}, "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": "eb0cbfa9-df0a-493c-aa2c-581d4e7a5044", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_easy_rollout_stuck", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 6, "budget": 21.0, "alerts": ["[WARNING] cart-service SLO burn 2.5\u00d7/hr"], "service_metrics": {"cart-service": {"status": "degraded", "http_server_error_rate": 0.513768978160283, "deployment_rollout_progress_pct": 0.7}}, "logs": {"cart-service": ["fault: task_easy_rollout_stuck"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "cart-service"}}, {"action": "rollback_deployment_rollout", "params": {"service": "cart-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "checkout-service"} |
| {"example_id": "08a08218-d378-416e-8f7d-44d145da0ee9", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_medium_db_connection_herd", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 3, "budget": 54.0, "alerts": ["[WARNING] data-proxy SLO burn 7.0\u00d7/hr"], "service_metrics": {"data-proxy": {"status": "critical", "http_server_error_rate": 0.6194626456808738, "db_active_connections": 270, "db_max_connections": 200}}, "logs": {"data-proxy": ["fault: task_medium_db_connection_herd"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "data-proxy"}}, {"action": "stagger_connection_pool_reconnect", "params": {"service": "data-proxy"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "db-proxy"} |
| {"example_id": "c1116856-dff2-4be8-a927-55921b7b013c", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_medium_corrupted_external_dep", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 3, "budget": 54.0, "alerts": ["[WARNING] account-service SLO burn 4.5\u00d7/hr"], "service_metrics": {"account-service": {"status": "critical", "http_server_error_rate": 0.4785788402062207, "dependency_health_score": 0.3050594194914154, "last_deployment_age_seconds": 540}}, "logs": {"account-service": ["fault: task_medium_corrupted_external_dep"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "account-service"}}, {"action": "rollback_deploy", "params": {"service": "account-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "user-service"} |
| {"example_id": "09b79e9a-5aca-4476-a571-a1ac793b3577", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_easy_rollout_stuck", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 4, "budget": 24.0, "alerts": ["[WARNING] cart-service SLO burn 3.2\u00d7/hr"], "service_metrics": {"cart-service": {"status": "degraded", "http_server_error_rate": 0.3237783129954811, "deployment_rollout_progress_pct": 0.3}}, "logs": {"cart-service": ["fault: task_easy_rollout_stuck"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "cart-service"}}, {"action": "rollback_deployment_rollout", "params": {"service": "cart-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "checkout-service"} |
| {"example_id": "6afb9226-7f2c-4603-a437-64f18186f272", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_easy_thread_deadlock", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 0, "budget": 30.0, "alerts": ["[WARNING] order-service SLO burn 5.1\u00d7/hr"], "service_metrics": {"order-service": {"status": "critical", "http_server_error_rate": 0.92, "runtime_blocked_thread_count": 42, "wait_ratio": 0.9}}, "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": "d6cdb1e1-7796-4c97-8c7b-6ac31c7bd3e9", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_hard_dual_fault_shared_cascade", "tier": "hard", "fault_type": "bad_deploy", "variation_strategy": "service_pool_substitution,metric_value,adversarial_content", "observation": {"tick": 5, "budget": 105.0, "alerts": ["[WARNING] sso-service SLO burn 3.0\u00d7/hr"], "service_metrics": {"sso-service": {"status": "critical", "http_server_error_rate": 0.5443760753125826, "process_memory_utilization": 0.8263, "memory_trend": [0.6592, 0.7417, 0.8263], "auth_error_rate": 0.5}}, "logs": {"sso-service": ["fault: task_hard_dual_fault_shared_cascade"]}}, "gold_action_sequence": [{"action": "trace_dependencies", "params": {"service": "cart-service"}}, {"action": "rollback_deploy", "params": {"service": "sso-service"}}, {"action": "scale_replicas", "params": {"service": "billing-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "auth-service"} |
| {"example_id": "5193c115-eb0a-49cf-abaf-964e8860fef5", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_hard_dual_fault_shared_cascade", "tier": "hard", "fault_type": "bad_deploy", "variation_strategy": "service_pool_substitution,metric_value,adversarial_content", "observation": {"tick": 2, "budget": 114.0, "alerts": ["[WARNING] token-service SLO burn 6.0\u00d7/hr"], "service_metrics": {"token-service": {"status": "critical", "http_server_error_rate": 0.32565853557161745, "process_memory_utilization": 0.8056, "memory_trend": [0.7145, 0.7871, 0.8056], "auth_error_rate": 0.5}}, "logs": {"token-service": ["fault: task_hard_dual_fault_shared_cascade"]}}, "gold_action_sequence": [{"action": "trace_dependencies", "params": {"service": "cart-service"}}, {"action": "rollback_deploy", "params": {"service": "token-service"}}, {"action": "scale_replicas", "params": {"service": "billing-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "auth-service"} |
| {"example_id": "c9323a77-8da2-45e3-af38-87ed0d2c08e1", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_easy_thread_deadlock", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 4, "budget": 24.0, "alerts": ["[WARNING] order-service SLO burn 1.8\u00d7/hr"], "service_metrics": {"order-service": {"status": "critical", "http_server_error_rate": 0.88, "runtime_blocked_thread_count": 60, "wait_ratio": 0.91}}, "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": "f5bdaff5-4109-4f53-b993-58c74dd5d811", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_medium_stale_registry", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 0, "budget": 60.0, "alerts": ["[WARNING] recommendation-engine SLO burn 5.8\u00d7/hr"], "service_metrics": {"recommendation-engine": {"status": "degraded", "http_server_error_rate": 0.2, "registry_stale_instance_count": 2, "registry_health_check_age_seconds": 390}}, "logs": {"recommendation-engine": ["fault: task_medium_stale_registry"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "recommendation-engine"}}, {"action": "deregister_stale_instances", "params": {"service": "recommendation-engine"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "recommendation-engine"} |
| {"example_id": "7cfa0ae3-f3d1-41b2-8468-06d9f80dd824", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_easy_thread_deadlock", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 2, "budget": 27.0, "alerts": ["[WARNING] order-service SLO burn 2.5\u00d7/hr"], "service_metrics": {"order-service": {"status": "critical", "http_server_error_rate": 0.92, "runtime_blocked_thread_count": 50, "wait_ratio": 0.97}}, "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": "27c6ac24-bebe-4778-b235-505b1ccb4c19", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_hard_dual_fault_shared_cascade", "tier": "hard", "fault_type": "bad_deploy", "variation_strategy": "service_pool_substitution,metric_value,adversarial_content", "observation": {"tick": 7, "budget": 99.0, "alerts": ["[WARNING] identity-service SLO burn 10.0\u00d7/hr"], "service_metrics": {"identity-service": {"status": "critical", "http_server_error_rate": 0.3307670451978075, "process_memory_utilization": 0.8585, "memory_trend": [0.7179, 0.7597, 0.8585], "auth_error_rate": 0.38}}, "logs": {"identity-service": ["fault: task_hard_dual_fault_shared_cascade"]}}, "gold_action_sequence": [{"action": "trace_dependencies", "params": {"service": "purchase-service"}}, {"action": "rollback_deploy", "params": {"service": "identity-service"}}, {"action": "scale_replicas", "params": {"service": "payment-processor"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "auth-service"} |
| {"example_id": "7b4ed97e-4675-42e1-9b61-cb5a253997ed", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_hard_cache_corruption", "tier": "hard", "fault_type": "config_drift", "variation_strategy": "service_pool_substitution,metric_value,adversarial_content", "observation": {"tick": 7, "budget": 99.0, "alerts": ["[WARNING] cache SLO burn 3.0\u00d7/hr"], "service_metrics": {"cache": {"status": "critical", "http_server_error_rate": 0.6372042490662289, "cache_checksum_errors": 154, "cache_hit_rate": 0.16055298128933487}}, "logs": {"cache": ["fault: task_hard_cache_corruption"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "cache"}}, {"action": "evict_corrupted_keys", "params": {"service": "cache"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "cache"} |
| {"example_id": "44e711f6-4472-45dd-ab44-89466dcf1ba5", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_medium_db_connection_herd", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 5, "budget": 50.0, "alerts": ["[WARNING] data-proxy SLO burn 4.5\u00d7/hr"], "service_metrics": {"data-proxy": {"status": "critical", "http_server_error_rate": 0.5947933414960245, "db_active_connections": 238, "db_max_connections": 200}}, "logs": {"data-proxy": ["fault: task_medium_db_connection_herd"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "data-proxy"}}, {"action": "stagger_connection_pool_reconnect", "params": {"service": "data-proxy"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "db-proxy"} |
| {"example_id": "2ed3cb70-94f2-4760-8d1a-ffe84455a656", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_easy_thread_deadlock", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 6, "budget": 21.0, "alerts": ["[WARNING] order-service SLO burn 5.1\u00d7/hr"], "service_metrics": {"order-service": {"status": "critical", "http_server_error_rate": 1.0, "runtime_blocked_thread_count": 42, "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": "78fd3292-b9d9-4fbd-a62c-70677bcd5bf0", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_hard_cache_corruption", "tier": "hard", "fault_type": "config_drift", "variation_strategy": "service_pool_substitution,metric_value,adversarial_content", "observation": {"tick": 0, "budget": 120.0, "alerts": ["[WARNING] cache SLO burn 8.0\u00d7/hr"], "service_metrics": {"cache": {"status": "critical", "http_server_error_rate": 0.44728922418242967, "cache_checksum_errors": 177, "cache_hit_rate": 0.19507166095496908}}, "logs": {"cache": ["fault: task_hard_cache_corruption"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "cache"}}, {"action": "evict_corrupted_keys", "params": {"service": "cache"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "cache"} |
| {"example_id": "ea05b7b9-e7fb-4eca-baef-e6792dff6f6d", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_easy_image_pull_backoff", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 0, "budget": 30.0, "alerts": ["[WARNING] recommendation-engine SLO burn 5.1\u00d7/hr"], "service_metrics": {"recommendation-engine": {"status": "degraded", "http_server_error_rate": 0.529531714928657, "image_pull_backoff_seconds": 243, "restart_count": 5}}, "logs": {"recommendation-engine": ["fault: task_easy_image_pull_backoff"]}}, "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": "7ae18a40-f564-4ed8-a947-8b37f5ad18d4", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_medium_db_connection_herd", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 0, "budget": 60.0, "alerts": ["[WARNING] query-router SLO burn 2.2\u00d7/hr"], "service_metrics": {"query-router": {"status": "critical", "http_server_error_rate": 0.376634231122941, "db_active_connections": 270, "db_max_connections": 200}}, "logs": {"query-router": ["fault: task_medium_db_connection_herd"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "query-router"}}, {"action": "stagger_connection_pool_reconnect", "params": {"service": "query-router"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "db-proxy"} |
| {"example_id": "1ab192fe-af23-48fa-bc32-3995d522e959", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_medium_stale_registry", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "service_pool_substitution,metric_value,alert_phrasing", "observation": {"tick": 5, "budget": 50.0, "alerts": ["[WARNING] recommendation-engine SLO burn 3.0\u00d7/hr"], "service_metrics": {"recommendation-engine": {"status": "degraded", "http_server_error_rate": 0.25, "registry_stale_instance_count": 3, "registry_health_check_age_seconds": 284}}, "logs": {"recommendation-engine": ["fault: task_medium_stale_registry"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "recommendation-engine"}}, {"action": "deregister_stale_instances", "params": {"service": "recommendation-engine"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "recommendation-engine"} |
| {"example_id": "1d7c8454-44d8-4da8-a1c1-10773badbfbd", "source_script": "gen_28_mixed_rotation_h.py", "task_seed_id": "task_hard_redis_split_brain", "tier": "hard", "fault_type": "network_partition", "variation_strategy": "service_pool_substitution,metric_value,adversarial_content", "observation": {"tick": 5, "budget": 105.0, "alerts": ["[WARNING] cache SLO burn 6.0\u00d7/hr"], "service_metrics": {"cache": {"status": "critical", "http_server_error_rate": 0.4205487602237714, "redis_diverged_key_count": 40175, "data_inconsistency_rate": 0.22206019426039325}}, "logs": {"cache": ["fault: task_hard_redis_split_brain"]}}, "gold_action_sequence": [{"action": "inspect_cluster_topology", "params": {"service": "redis-cluster"}}, {"action": "flush_diverged_keys", "params": {"service": "redis-cluster"}}, {"action": "force_cluster_resync", "params": {"service": "redis-cluster"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "cache"} |
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