reviewed/batch_020.jsonl

{"example_id": "63df1190-0a2a-4ca3-8baa-425a8ce057ed", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_medium_mtls_rotation", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 0, "budget": 60.0, "alerts": ["[WARNING] payment-service SLO burn 4.5\u00d7/hr"], "service_metrics": {"payment-service": {"status": "critical", "http_server_error_rate": 0.8408623049436392, "sidecar_cert_rotation_status": "stale", "mtls_handshake_failure_rate": 0.95, "logs": {"payment-service": ["mTLS handshake failure \u2014 cert stale"]}}}, "logs": {"payment-service": ["mTLS handshake failure \u2014 cert stale"]}}, "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": "0a11ff96-fd9a-4ff1-a43b-1104f12eafcf", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_hard_partial_infra_asymmetric", "tier": "hard", "fault_type": "network_partition", "variation_strategy": "metric_value,fault_stage,adversarial_content", "observation": {"tick": 0, "budget": 120.0, "alerts": ["[WARNING] db-proxy SLO burn 8.0\u00d7/hr"], "service_metrics": {"db-proxy": {"status": "degraded", "http_server_error_rate": 0.23055490666140205, "affected_service_count": 3, "io_error_rate": 0.3684775474855062, "logs": {"infrastructure": ["UPS/I/O error: infrastructure write failures detected"], "api-gateway": ["3 services affected by I/O errors"]}}}, "logs": {"infrastructure": ["UPS/I/O error: infrastructure write failures detected"], "api-gateway": ["3 services affected by I/O errors"]}}, "gold_action_sequence": [{"action": "inspect_infrastructure_topology", "params": {"service": "db-proxy"}}, {"action": "get_metrics_detail", "params": {"service": "db-proxy"}}, {"action": "remediate_infrastructure", "params": {"service": "db-proxy"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "db-proxy"}
{"example_id": "49887d58-98a4-46bd-882a-ccfcb430c3b4", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_hard_partial_infra_asymmetric", "tier": "hard", "fault_type": "network_partition", "variation_strategy": "metric_value,fault_stage,adversarial_content", "observation": {"tick": 7, "budget": 99.0, "alerts": ["[WARNING] db-proxy SLO burn 4.5\u00d7/hr"], "service_metrics": {"db-proxy": {"status": "degraded", "http_server_error_rate": 0.13632262434453085, "affected_service_count": 3, "io_error_rate": 0.22553143915974488, "logs": {"infrastructure": ["UPS/I/O error: infrastructure write failures detected"], "api-gateway": ["3 services affected by I/O errors"]}}}, "logs": {"infrastructure": ["UPS/I/O error: infrastructure write failures detected"], "api-gateway": ["3 services affected by I/O errors"]}}, "gold_action_sequence": [{"action": "inspect_infrastructure_topology", "params": {"service": "db-proxy"}}, {"action": "get_metrics_detail", "params": {"service": "db-proxy"}}, {"action": "remediate_infrastructure", "params": {"service": "db-proxy"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "db-proxy"}
{"example_id": "377c8db6-85f5-4753-b2ce-b022ef506998", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_easy_jwt_clock_skew", "tier": "easy", "fault_type": "config_drift", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 6, "budget": 21.0, "alerts": ["[WARNING] auth-service SLO burn 1.8\u00d7/hr"], "service_metrics": {"auth-service": {"status": "degraded", "http_server_error_rate": 0.34522539954761244, "system_clock_offset_seconds": -420, "logs": {"auth-service": ["system clock 420s BEHIND UTC \u2014 JWT validation failing"]}}}, "logs": {"auth-service": ["system clock 420s BEHIND UTC \u2014 JWT validation failing"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "auth-service"}}, {"action": "force_ntp_sync", "params": {"service": "auth-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "auth-service"}
{"example_id": "2eba30fb-d809-4b34-a38e-f302c282398a", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_easy_timeout_propagation", "tier": "easy", "fault_type": "config_drift", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 2, "budget": 27.0, "alerts": ["[WARNING] inventory-service SLO burn 3.2\u00d7/hr"], "service_metrics": {"inventory-service": {"status": "critical", "http_server_error_rate": 0.42872640953948693, "http_server_request_duration_p99": 6.4, "logs": {"order-service": ["order-service timeout: inventory-service not responding"]}}}, "logs": {"order-service": ["order-service timeout: inventory-service not responding"]}}, "gold_action_sequence": [{"action": "trace_dependencies", "params": {"service": "order-service"}}, {"action": "fetch_logs", "params": {"service": "inventory-service"}}, {"action": "optimize_query", "params": {"service": "inventory-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "inventory-service"}
{"example_id": "1f232d98-1f5e-43a3-b237-388cf352a0ea", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_medium_mtls_rotation", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 3, "budget": 54.0, "alerts": ["[WARNING] payment-service SLO burn 3.0\u00d7/hr"], "service_metrics": {"payment-service": {"status": "critical", "http_server_error_rate": 0.8133879194244338, "sidecar_cert_rotation_status": "stale", "mtls_handshake_failure_rate": 0.88, "logs": {"payment-service": ["mTLS handshake failure \u2014 cert stale"]}}}, "logs": {"payment-service": ["mTLS handshake failure \u2014 cert stale"]}}, "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": "ccd35a68-4372-4969-b787-27c41a3b2ca3", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_medium_replica_lag", "tier": "medium", "fault_type": "network_partition", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 5, "budget": 50.0, "alerts": ["[WARNING] user-service SLO burn 7.0\u00d7/hr"], "service_metrics": {"user-service": {"status": "critical", "http_server_error_rate": 0.3329280446921918, "db_replication_lag_seconds": 28, "http_server_write_path_error_rate": 0.0068, "logs": {"user-service": ["DB replication lag: 28s"]}}}, "logs": {"user-service": ["DB replication lag: 28s"]}}, "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": "278e670e-275b-4108-928d-b1c3222382a9", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_hard_partial_infra_asymmetric", "tier": "hard", "fault_type": "network_partition", "variation_strategy": "metric_value,fault_stage,adversarial_content", "observation": {"tick": 5, "budget": 105.0, "alerts": ["[WARNING] db-proxy SLO burn 6.0\u00d7/hr"], "service_metrics": {"db-proxy": {"status": "degraded", "http_server_error_rate": 0.1615039266073678, "affected_service_count": 4, "io_error_rate": 0.27926016977076956, "logs": {"infrastructure": ["UPS/I/O error: infrastructure write failures detected"], "api-gateway": ["4 services affected by I/O errors"]}}}, "logs": {"infrastructure": ["UPS/I/O error: infrastructure write failures detected"], "api-gateway": ["4 services affected by I/O errors"]}}, "gold_action_sequence": [{"action": "inspect_infrastructure_topology", "params": {"service": "db-proxy"}}, {"action": "get_metrics_detail", "params": {"service": "db-proxy"}}, {"action": "remediate_infrastructure", "params": {"service": "db-proxy"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "db-proxy"}
{"example_id": "19b584ee-0aca-4cc9-9753-2c1937378f75", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_easy_liveness_probe_flap", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 2, "budget": 27.0, "alerts": ["[WARNING] payment-processor SLO burn 5.1\u00d7/hr"], "service_metrics": {"payment-processor": {"status": "critical", "http_server_error_rate": 0.72, "restart_count": 8, "startup_duration_s": 6.008783559459983, "liveness_probe_timeout_s": 3.98, "logs": {"payment-processor": ["Liveness probe failing \u2014 restart #8"]}}}, "logs": {"payment-processor": ["Liveness probe failing \u2014 restart #8"]}}, "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": "6cbbde3a-7e5f-4e55-9ee6-2fdae9cf5dbb", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_medium_asymmetric_blast", "tier": "medium", "fault_type": "network_partition", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 0, "budget": 60.0, "alerts": ["[WARNING] db-proxy SLO burn 2.2\u00d7/hr"], "service_metrics": {"db-proxy": {"status": "critical", "http_server_error_rate": 0.8430023293859144, "auth_error_rate": 0.7569845482840305, "payment_error_rate": 0.16269019095254494, "user_error_rate": 0.05083884963293199, "dbproxy_error_rate": 0.851082925537902, "logs": {"db-proxy": ["db-proxy connection pool exhausted"]}}}, "logs": {"db-proxy": ["db-proxy connection pool exhausted"]}}, "gold_action_sequence": [{"action": "trace_dependencies", "params": {"service": "auth-service"}}, {"action": "trace_dependencies", "params": {"service": "payment-service"}}, {"action": "get_metrics_detail", "params": {"service": "db-proxy"}}, {"action": "restart_service", "params": {"service": "db-proxy"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "db-proxy"}
{"example_id": "7509ce6f-b746-4731-a3f3-47d3885f257c", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_easy_dns_nxdomain", "tier": "easy", "fault_type": "config_drift", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 2, "budget": 27.0, "alerts": ["[WARNING] payment-service SLO burn 5.1\u00d7/hr"], "service_metrics": {"payment-service": {"status": "degraded", "http_server_error_rate": 0.04647399019539205, "dns_lookup_failure_rate": 0.8027675845909086, "logs": {"payment-service": ["DNS lookup failed: NXDOMAIN for payment-service.prod.svc.cluster.local"]}}}, "logs": {"payment-service": ["DNS lookup failed: NXDOMAIN for payment-service.prod.svc.cluster.local"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "payment-service"}}, {"action": "update_service_endpoint", "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": "1ac36fdc-c93e-47c8-a34b-57dd31a46d4f", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_medium_mtls_rotation", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 5, "budget": 50.0, "alerts": ["[WARNING] payment-service SLO burn 4.5\u00d7/hr"], "service_metrics": {"payment-service": {"status": "critical", "http_server_error_rate": 0.7568057133162496, "sidecar_cert_rotation_status": "stale", "mtls_handshake_failure_rate": 0.68, "logs": {"payment-service": ["mTLS handshake failure \u2014 cert stale"]}}}, "logs": {"payment-service": ["mTLS handshake failure \u2014 cert stale"]}}, "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": "fb81ddbc-ba8b-4904-9d72-5305bf21e20e", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_easy_liveness_probe_flap", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 0, "budget": 30.0, "alerts": ["[WARNING] payment-processor SLO burn 1.8\u00d7/hr"], "service_metrics": {"payment-processor": {"status": "critical", "http_server_error_rate": 0.8, "restart_count": 10, "startup_duration_s": 3.863425735023892, "liveness_probe_timeout_s": 3.06, "logs": {"payment-processor": ["Liveness probe failing \u2014 restart #10"]}}}, "logs": {"payment-processor": ["Liveness probe failing \u2014 restart #10"]}}, "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": "751e665d-3ea7-409d-9576-4d28a340781a", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_easy_timeout_propagation", "tier": "easy", "fault_type": "config_drift", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 6, "budget": 21.0, "alerts": ["[WARNING] inventory-service SLO burn 5.1\u00d7/hr"], "service_metrics": {"inventory-service": {"status": "critical", "http_server_error_rate": 0.44225458298380044, "http_server_request_duration_p99": 7.8, "logs": {"order-service": ["order-service timeout: inventory-service not responding"]}}}, "logs": {"order-service": ["order-service timeout: inventory-service not responding"]}}, "gold_action_sequence": [{"action": "trace_dependencies", "params": {"service": "order-service"}}, {"action": "fetch_logs", "params": {"service": "inventory-service"}}, {"action": "optimize_query", "params": {"service": "inventory-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "inventory-service"}
{"example_id": "60d510fe-631e-4b29-af63-7dd88e99ab97", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_hard_gray_failure", "tier": "hard", "fault_type": "network_partition", "variation_strategy": "metric_value,fault_stage,adversarial_content", "observation": {"tick": 2, "budget": 114.0, "alerts": ["[WARNING] auth-service SLO burn 6.0\u00d7/hr"], "service_metrics": {"auth-service": {"status": "degraded", "http_server_error_rate": 0.21543567502463162, "network_packet_loss_rate_inbound": 0.23967136854924823, "http_server_request_duration_p99": 6.184539367706926, "http_server_request_duration_p50": 0.089279409218767, "logs": {"auth-service": ["Gray failure: auth-service responding slowly (p99=6.2s)"], "user-service": ["Error rate 0.04 \u2014 red herring"], "payment-service": ["Error rate 0.06 \u2014 red herring"]}}}, "logs": {"auth-service": ["Gray failure: auth-service responding slowly (p99=6.2s)"], "user-service": ["Error rate 0.04 \u2014 red herring"], "payment-service": ["Error rate 0.06 \u2014 red herring"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "auth-service"}}, {"action": "fetch_logs", "params": {"service": "auth-service"}}, {"action": "inspect_network_policy", "params": {"service": "auth-service"}}, {"action": "revert_network_policy", "params": {"service": "auth-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "auth-service"}
{"example_id": "2ff20fe4-c15e-4863-8a3a-104883072ec6", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_easy_image_pull_backoff", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "metric_value,fault_stage,noise_injection", "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": 0.5637840540825375, "image_pull_backoff_seconds": 285, "logs": {"recommendation-engine": ["Image pull backoff: 285s \u2014 unable to pull v4.X.Y"]}}}, "logs": {"recommendation-engine": ["Image pull backoff: 285s \u2014 unable to pull v4.X.Y"]}}, "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": "721be843-42b9-4704-ab7e-b8e285096a71", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_easy_timeout_propagation", "tier": "easy", "fault_type": "config_drift", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 0, "budget": 30.0, "alerts": ["[WARNING] inventory-service SLO burn 1.8\u00d7/hr"], "service_metrics": {"inventory-service": {"status": "critical", "http_server_error_rate": 0.31873525408238335, "http_server_request_duration_p99": 6.4, "logs": {"order-service": ["order-service timeout: inventory-service not responding"]}}}, "logs": {"order-service": ["order-service timeout: inventory-service not responding"]}}, "gold_action_sequence": [{"action": "trace_dependencies", "params": {"service": "order-service"}}, {"action": "fetch_logs", "params": {"service": "inventory-service"}}, {"action": "optimize_query", "params": {"service": "inventory-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "inventory-service"}
{"example_id": "114140da-81dc-4622-bcab-b5b2cb3a9bc7", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_medium_replica_lag", "tier": "medium", "fault_type": "network_partition", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 1, "budget": 58.0, "alerts": ["[WARNING] user-service SLO burn 5.8\u00d7/hr"], "service_metrics": {"user-service": {"status": "critical", "http_server_error_rate": 0.39655797344257543, "db_replication_lag_seconds": 58, "http_server_write_path_error_rate": 0.0172, "logs": {"user-service": ["DB replication lag: 58s"]}}}, "logs": {"user-service": ["DB replication lag: 58s"]}}, "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": "ca0291d4-e66c-4a9d-a268-429f9ec6108e", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_hard_gray_failure", "tier": "hard", "fault_type": "network_partition", "variation_strategy": "metric_value,fault_stage,adversarial_content", "observation": {"tick": 0, "budget": 120.0, "alerts": ["[WARNING] auth-service SLO burn 6.0\u00d7/hr"], "service_metrics": {"auth-service": {"status": "degraded", "http_server_error_rate": 0.20360108296259027, "network_packet_loss_rate_inbound": 0.2249054184690413, "http_server_request_duration_p99": 8.537129325659508, "http_server_request_duration_p50": 0.10957174893269561, "logs": {"auth-service": ["Gray failure: auth-service responding slowly (p99=8.5s)"], "user-service": ["Error rate 0.06 \u2014 red herring"], "payment-service": ["Error rate 0.05 \u2014 red herring"]}}}, "logs": {"auth-service": ["Gray failure: auth-service responding slowly (p99=8.5s)"], "user-service": ["Error rate 0.06 \u2014 red herring"], "payment-service": ["Error rate 0.05 \u2014 red herring"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "auth-service"}}, {"action": "fetch_logs", "params": {"service": "auth-service"}}, {"action": "inspect_network_policy", "params": {"service": "auth-service"}}, {"action": "revert_network_policy", "params": {"service": "auth-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "auth-service"}
{"example_id": "945e67f5-b3b5-46db-9161-d8ad0bddd1e3", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_hard_gray_failure", "tier": "hard", "fault_type": "network_partition", "variation_strategy": "metric_value,fault_stage,adversarial_content", "observation": {"tick": 7, "budget": 99.0, "alerts": ["[WARNING] auth-service SLO burn 4.5\u00d7/hr"], "service_metrics": {"auth-service": {"status": "degraded", "http_server_error_rate": 0.1529528336837727, "network_packet_loss_rate_inbound": 0.21043627370827864, "http_server_request_duration_p99": 7.8209405168980055, "http_server_request_duration_p50": 0.11811688995689246, "logs": {"auth-service": ["Gray failure: auth-service responding slowly (p99=7.8s)"], "user-service": ["Error rate 0.07 \u2014 red herring"], "payment-service": ["Error rate 0.06 \u2014 red herring"]}}}, "logs": {"auth-service": ["Gray failure: auth-service responding slowly (p99=7.8s)"], "user-service": ["Error rate 0.07 \u2014 red herring"], "payment-service": ["Error rate 0.06 \u2014 red herring"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "auth-service"}}, {"action": "fetch_logs", "params": {"service": "auth-service"}}, {"action": "inspect_network_policy", "params": {"service": "auth-service"}}, {"action": "revert_network_policy", "params": {"service": "auth-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "auth-service"}
{"example_id": "98b623e4-fc2f-4275-9efd-e61890202ba3", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_medium_single_az_partition", "tier": "medium", "fault_type": "network_partition", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 3, "budget": 54.0, "alerts": ["[WARNING] api-gateway-az-b SLO burn 2.2\u00d7/hr"], "service_metrics": {"api-gateway-az-b": {"status": "critical", "http_server_error_rate": 0.9138826491949262, "az_b_error_rate": 0.9283614341989239, "az_b_weight": 0.33, "packet_loss_pct": 94, "logs": {"api-gateway-az-b": ["AZ-B partition: all requests timing out"]}}}, "logs": {"api-gateway-az-b": ["AZ-B partition: all requests timing out"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "api-gateway-az-b"}}, {"action": "drain_availability_zone", "params": {"service": "az-b"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "api-gateway-az-b"}
{"example_id": "a7745349-d05a-46c3-b72a-24d5e524d508", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_hard_redis_split_brain", "tier": "hard", "fault_type": "network_partition", "variation_strategy": "metric_value,fault_stage,adversarial_content", "observation": {"tick": 5, "budget": 105.0, "alerts": ["[WARNING] cache SLO burn 4.5\u00d7/hr"], "service_metrics": {"cache": {"status": "critical", "http_server_error_rate": 0.645675322054855, "redis_diverged_key_count": 20783, "data_inconsistency_rate": 0.2844819676101509, "db_replication_lag_seconds": 161, "logs": {"redis-cluster": ["Split brain: 20783 keys diverged, lag 161s"]}}}, "logs": {"redis-cluster": ["Split brain: 20783 keys diverged, lag 161s"]}}, "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": "eb211f28-2ebe-47d1-94a3-319af654fbfc", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_easy_liveness_probe_flap", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 6, "budget": 21.0, "alerts": ["[WARNING] payment-processor SLO burn 4.0\u00d7/hr"], "service_metrics": {"payment-processor": {"status": "critical", "http_server_error_rate": 0.88, "restart_count": 9, "startup_duration_s": 4.520955037464831, "liveness_probe_timeout_s": 3.49, "logs": {"payment-processor": ["Liveness probe failing \u2014 restart #9"]}}}, "logs": {"payment-processor": ["Liveness probe failing \u2014 restart #9"]}}, "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": "2b434173-d5e2-435b-a7c8-21d9d430e967", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_hard_gray_failure", "tier": "hard", "fault_type": "network_partition", "variation_strategy": "metric_value,fault_stage,adversarial_content", "observation": {"tick": 5, "budget": 105.0, "alerts": ["[WARNING] auth-service SLO burn 8.0\u00d7/hr"], "service_metrics": {"auth-service": {"status": "degraded", "http_server_error_rate": 0.247945360820296, "network_packet_loss_rate_inbound": 0.1732181780906082, "http_server_request_duration_p99": 7.400510901626111, "http_server_request_duration_p50": 0.08668804956901349, "logs": {"auth-service": ["Gray failure: auth-service responding slowly (p99=7.4s)"], "user-service": ["Error rate 0.06 \u2014 red herring"], "payment-service": ["Error rate 0.06 \u2014 red herring"]}}}, "logs": {"auth-service": ["Gray failure: auth-service responding slowly (p99=7.4s)"], "user-service": ["Error rate 0.06 \u2014 red herring"], "payment-service": ["Error rate 0.06 \u2014 red herring"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "auth-service"}}, {"action": "fetch_logs", "params": {"service": "auth-service"}}, {"action": "inspect_network_policy", "params": {"service": "auth-service"}}, {"action": "revert_network_policy", "params": {"service": "auth-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "auth-service"}
{"example_id": "f18afe5a-823e-4d59-bcb9-6046171a0cfa", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_hard_redis_split_brain", "tier": "hard", "fault_type": "network_partition", "variation_strategy": "metric_value,fault_stage,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": 0.587690313482636, "redis_diverged_key_count": 43744, "data_inconsistency_rate": 0.15379914784536042, "db_replication_lag_seconds": 236, "logs": {"redis-cluster": ["Split brain: 43744 keys diverged, lag 236s"]}}}, "logs": {"redis-cluster": ["Split brain: 43744 keys diverged, lag 236s"]}}, "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": "f4cecb17-647b-42d4-8525-7c065a3355fe", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_medium_asymmetric_blast", "tier": "medium", "fault_type": "network_partition", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 0, "budget": 60.0, "alerts": ["[WARNING] db-proxy SLO burn 3.0\u00d7/hr"], "service_metrics": {"db-proxy": {"status": "critical", "http_server_error_rate": 0.7233440466800204, "auth_error_rate": 0.7621404643776769, "payment_error_rate": 0.20729214452897043, "user_error_rate": 0.053257575722443204, "dbproxy_error_rate": 0.8935745155919503, "logs": {"db-proxy": ["db-proxy connection pool exhausted"]}}}, "logs": {"db-proxy": ["db-proxy connection pool exhausted"]}}, "gold_action_sequence": [{"action": "trace_dependencies", "params": {"service": "auth-service"}}, {"action": "trace_dependencies", "params": {"service": "payment-service"}}, {"action": "get_metrics_detail", "params": {"service": "db-proxy"}}, {"action": "restart_service", "params": {"service": "db-proxy"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "db-proxy"}
{"example_id": "dff9ea40-a557-4ed3-8f5b-f4c3dc4c64ff", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_medium_replica_lag", "tier": "medium", "fault_type": "network_partition", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 0, "budget": 60.0, "alerts": ["[WARNING] user-service SLO burn 7.0\u00d7/hr"], "service_metrics": {"user-service": {"status": "critical", "http_server_error_rate": 0.40010928333501017, "db_replication_lag_seconds": 59, "http_server_write_path_error_rate": 0.0071, "logs": {"user-service": ["DB replication lag: 59s"]}}}, "logs": {"user-service": ["DB replication lag: 59s"]}}, "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": "5aff5923-9a40-4c0c-bb98-d26136fd72bc", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_easy_image_pull_backoff", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 4, "budget": 24.0, "alerts": ["[WARNING] recommendation-engine SLO burn 3.2\u00d7/hr"], "service_metrics": {"recommendation-engine": {"status": "degraded", "http_server_error_rate": 0.4662665983319618, "image_pull_backoff_seconds": 92, "logs": {"recommendation-engine": ["Image pull backoff: 92s \u2014 unable to pull v3.X.Y"]}}}, "logs": {"recommendation-engine": ["Image pull backoff: 92s \u2014 unable to pull v3.X.Y"]}}, "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": "1cb86483-bc74-4e1f-8ea4-d438bc7817ad", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_easy_dns_nxdomain", "tier": "easy", "fault_type": "config_drift", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 6, "budget": 21.0, "alerts": ["[WARNING] payment-service SLO burn 5.1\u00d7/hr"], "service_metrics": {"payment-service": {"status": "degraded", "http_server_error_rate": 0.008242630324232624, "dns_lookup_failure_rate": 0.7147521971698829, "logs": {"payment-service": ["DNS lookup failed: NXDOMAIN for payment-service.prod.svc.cluster.local"]}}}, "logs": {"payment-service": ["DNS lookup failed: NXDOMAIN for payment-service.prod.svc.cluster.local"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "payment-service"}}, {"action": "update_service_endpoint", "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": "fe1bfc27-3412-47d7-babd-f5df584f7bcb", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_hard_redis_split_brain", "tier": "hard", "fault_type": "network_partition", "variation_strategy": "metric_value,fault_stage,adversarial_content", "observation": {"tick": 0, "budget": 120.0, "alerts": ["[WARNING] cache SLO burn 6.0\u00d7/hr"], "service_metrics": {"cache": {"status": "critical", "http_server_error_rate": 0.4359665001829842, "redis_diverged_key_count": 31683, "data_inconsistency_rate": 0.21873491637195108, "db_replication_lag_seconds": 95, "logs": {"redis-cluster": ["Split brain: 31683 keys diverged, lag 95s"]}}}, "logs": {"redis-cluster": ["Split brain: 31683 keys diverged, lag 95s"]}}, "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": "21c7c7bf-0bb6-4291-87eb-87975d2befe7", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_medium_mtls_rotation", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 1, "budget": 58.0, "alerts": ["[WARNING] payment-service SLO burn 2.2\u00d7/hr"], "service_metrics": {"payment-service": {"status": "critical", "http_server_error_rate": 0.8529855071759744, "sidecar_cert_rotation_status": "stale", "mtls_handshake_failure_rate": 0.78, "logs": {"payment-service": ["mTLS handshake failure \u2014 cert stale"]}}}, "logs": {"payment-service": ["mTLS handshake failure \u2014 cert stale"]}}, "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": "0a620ac6-9064-494b-abc4-324776a4ed35", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_easy_dns_nxdomain", "tier": "easy", "fault_type": "config_drift", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 4, "budget": 24.0, "alerts": ["[WARNING] payment-service SLO burn 3.2\u00d7/hr"], "service_metrics": {"payment-service": {"status": "degraded", "http_server_error_rate": 0.07514374663758223, "dns_lookup_failure_rate": 0.7421425711022595, "logs": {"payment-service": ["DNS lookup failed: NXDOMAIN for payment-service.prod.svc.cluster.local"]}}}, "logs": {"payment-service": ["DNS lookup failed: NXDOMAIN for payment-service.prod.svc.cluster.local"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "payment-service"}}, {"action": "update_service_endpoint", "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": "a5663ce7-220b-4133-86b8-afa45dacadc2", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_easy_dns_nxdomain", "tier": "easy", "fault_type": "config_drift", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 0, "budget": 30.0, "alerts": ["[WARNING] payment-service SLO burn 1.8\u00d7/hr"], "service_metrics": {"payment-service": {"status": "degraded", "http_server_error_rate": 0.020664954339269716, "dns_lookup_failure_rate": 0.5963059815612288, "logs": {"payment-service": ["DNS lookup failed: NXDOMAIN for payment-service.prod.svc.cluster.local"]}}}, "logs": {"payment-service": ["DNS lookup failed: NXDOMAIN for payment-service.prod.svc.cluster.local"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "payment-service"}}, {"action": "update_service_endpoint", "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": "4281fdac-b727-48be-bf5a-c71c2bc551f4", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_medium_asymmetric_blast", "tier": "medium", "fault_type": "network_partition", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 1, "budget": 58.0, "alerts": ["[WARNING] db-proxy SLO burn 2.2\u00d7/hr"], "service_metrics": {"db-proxy": {"status": "critical", "http_server_error_rate": 0.8507703247394328, "auth_error_rate": 0.7379465589701609, "payment_error_rate": 0.2732624511126326, "user_error_rate": 0.09795873336336339, "dbproxy_error_rate": 0.8597196567548173, "logs": {"db-proxy": ["db-proxy connection pool exhausted"]}}}, "logs": {"db-proxy": ["db-proxy connection pool exhausted"]}}, "gold_action_sequence": [{"action": "trace_dependencies", "params": {"service": "auth-service"}}, {"action": "trace_dependencies", "params": {"service": "payment-service"}}, {"action": "get_metrics_detail", "params": {"service": "db-proxy"}}, {"action": "restart_service", "params": {"service": "db-proxy"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "db-proxy"}
{"example_id": "7a6d0eb7-2313-4e03-b889-709610a2c168", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_easy_jwt_clock_skew", "tier": "easy", "fault_type": "config_drift", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 0, "budget": 30.0, "alerts": ["[WARNING] auth-service SLO burn 5.1\u00d7/hr"], "service_metrics": {"auth-service": {"status": "degraded", "http_server_error_rate": 0.5856265260175388, "system_clock_offset_seconds": -340, "logs": {"auth-service": ["system clock 340s BEHIND UTC \u2014 JWT validation failing"]}}}, "logs": {"auth-service": ["system clock 340s BEHIND UTC \u2014 JWT validation failing"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "auth-service"}}, {"action": "force_ntp_sync", "params": {"service": "auth-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "auth-service"}
{"example_id": "52177f2c-8f50-4d50-8e92-3c519e03f4fc", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_medium_asymmetric_blast", "tier": "medium", "fault_type": "network_partition", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 3, "budget": 54.0, "alerts": ["[WARNING] db-proxy SLO burn 7.0\u00d7/hr"], "service_metrics": {"db-proxy": {"status": "critical", "http_server_error_rate": 0.8514201586664957, "auth_error_rate": 0.7889296126600169, "payment_error_rate": 0.21504417484232596, "user_error_rate": 0.10561261315973552, "dbproxy_error_rate": 0.8758175208187202, "logs": {"db-proxy": ["db-proxy connection pool exhausted"]}}}, "logs": {"db-proxy": ["db-proxy connection pool exhausted"]}}, "gold_action_sequence": [{"action": "trace_dependencies", "params": {"service": "auth-service"}}, {"action": "trace_dependencies", "params": {"service": "payment-service"}}, {"action": "get_metrics_detail", "params": {"service": "db-proxy"}}, {"action": "restart_service", "params": {"service": "db-proxy"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "db-proxy"}
{"example_id": "b2b002ed-05ba-4af3-a6c2-dd037813d4f1", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_medium_replica_lag", "tier": "medium", "fault_type": "network_partition", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 3, "budget": 54.0, "alerts": ["[WARNING] user-service SLO burn 3.0\u00d7/hr"], "service_metrics": {"user-service": {"status": "critical", "http_server_error_rate": 0.44761689758832757, "db_replication_lag_seconds": 80, "http_server_write_path_error_rate": 0.0166, "logs": {"user-service": ["DB replication lag: 80s"]}}}, "logs": {"user-service": ["DB replication lag: 80s"]}}, "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": "d128525e-0e0d-436a-b2e6-119f419543a6", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_easy_jwt_clock_skew", "tier": "easy", "fault_type": "config_drift", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 2, "budget": 27.0, "alerts": ["[WARNING] auth-service SLO burn 2.5\u00d7/hr"], "service_metrics": {"auth-service": {"status": "degraded", "http_server_error_rate": 0.46614622901188973, "system_clock_offset_seconds": -240, "logs": {"auth-service": ["system clock 240s BEHIND UTC \u2014 JWT validation failing"]}}}, "logs": {"auth-service": ["system clock 240s BEHIND UTC \u2014 JWT validation failing"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "auth-service"}}, {"action": "force_ntp_sync", "params": {"service": "auth-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "auth-service"}
{"example_id": "b50814d0-5152-407c-b6bf-0c0d76ce3a78", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_medium_single_az_partition", "tier": "medium", "fault_type": "network_partition", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 0, "budget": 60.0, "alerts": ["[WARNING] api-gateway-az-b SLO burn 4.5\u00d7/hr"], "service_metrics": {"api-gateway-az-b": {"status": "critical", "http_server_error_rate": 0.8794787472232545, "az_b_error_rate": 0.8867868093362928, "az_b_weight": 0.33, "packet_loss_pct": 95, "logs": {"api-gateway-az-b": ["AZ-B partition: all requests timing out"]}}}, "logs": {"api-gateway-az-b": ["AZ-B partition: all requests timing out"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "api-gateway-az-b"}}, {"action": "drain_availability_zone", "params": {"service": "az-b"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "api-gateway-az-b"}
{"example_id": "9f13e89e-a3c2-4616-97b2-0fe8bf9e9508", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_medium_single_az_partition", "tier": "medium", "fault_type": "network_partition", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 5, "budget": 50.0, "alerts": ["[WARNING] api-gateway-az-b SLO burn 7.0\u00d7/hr"], "service_metrics": {"api-gateway-az-b": {"status": "critical", "http_server_error_rate": 0.9130665279125936, "az_b_error_rate": 0.9389111841709255, "az_b_weight": 0.33, "packet_loss_pct": 91, "logs": {"api-gateway-az-b": ["AZ-B partition: all requests timing out"]}}}, "logs": {"api-gateway-az-b": ["AZ-B partition: all requests timing out"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "api-gateway-az-b"}}, {"action": "drain_availability_zone", "params": {"service": "az-b"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "api-gateway-az-b"}
{"example_id": "28482d5c-cb55-48d7-bbbc-d8957a6344e4", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_medium_single_az_partition", "tier": "medium", "fault_type": "network_partition", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 1, "budget": 58.0, "alerts": ["[WARNING] api-gateway-az-b SLO burn 3.0\u00d7/hr"], "service_metrics": {"api-gateway-az-b": {"status": "critical", "http_server_error_rate": 0.879958302216702, "az_b_error_rate": 0.9081669666261857, "az_b_weight": 0.33, "packet_loss_pct": 96, "logs": {"api-gateway-az-b": ["AZ-B partition: all requests timing out"]}}}, "logs": {"api-gateway-az-b": ["AZ-B partition: all requests timing out"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "api-gateway-az-b"}}, {"action": "drain_availability_zone", "params": {"service": "az-b"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "api-gateway-az-b"}
{"example_id": "2f7a05f0-fb1f-4ecb-bd0e-af030d9d083a", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_hard_partial_infra_asymmetric", "tier": "hard", "fault_type": "network_partition", "variation_strategy": "metric_value,fault_stage,adversarial_content", "observation": {"tick": 2, "budget": 114.0, "alerts": ["[WARNING] db-proxy SLO burn 6.0\u00d7/hr"], "service_metrics": {"db-proxy": {"status": "degraded", "http_server_error_rate": 0.30720201106704514, "affected_service_count": 4, "io_error_rate": 0.3304537629874286, "logs": {"infrastructure": ["UPS/I/O error: infrastructure write failures detected"], "api-gateway": ["4 services affected by I/O errors"]}}}, "logs": {"infrastructure": ["UPS/I/O error: infrastructure write failures detected"], "api-gateway": ["4 services affected by I/O errors"]}}, "gold_action_sequence": [{"action": "inspect_infrastructure_topology", "params": {"service": "db-proxy"}}, {"action": "get_metrics_detail", "params": {"service": "db-proxy"}}, {"action": "remediate_infrastructure", "params": {"service": "db-proxy"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "db-proxy"}
{"example_id": "6836c587-7151-4fda-8941-82a11055aab7", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_easy_liveness_probe_flap", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 4, "budget": 24.0, "alerts": ["[WARNING] payment-processor SLO burn 5.1\u00d7/hr"], "service_metrics": {"payment-processor": {"status": "critical", "http_server_error_rate": 0.65, "restart_count": 7, "startup_duration_s": 3.9589008798433003, "liveness_probe_timeout_s": 3.32, "logs": {"payment-processor": ["Liveness probe failing \u2014 restart #7"]}}}, "logs": {"payment-processor": ["Liveness probe failing \u2014 restart #7"]}}, "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": "7f21848e-1b19-4e82-adbb-3c50077cbe91", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_easy_jwt_clock_skew", "tier": "easy", "fault_type": "config_drift", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 4, "budget": 24.0, "alerts": ["[WARNING] auth-service SLO burn 1.8\u00d7/hr"], "service_metrics": {"auth-service": {"status": "degraded", "http_server_error_rate": 0.4464613388020424, "system_clock_offset_seconds": -305, "logs": {"auth-service": ["system clock 305s BEHIND UTC \u2014 JWT validation failing"]}}}, "logs": {"auth-service": ["system clock 305s BEHIND UTC \u2014 JWT validation failing"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "auth-service"}}, {"action": "force_ntp_sync", "params": {"service": "auth-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "auth-service"}
{"example_id": "d6abc16d-cd72-4bf6-99a3-43f280b16aab", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_easy_image_pull_backoff", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 0, "budget": 30.0, "alerts": ["[WARNING] recommendation-engine SLO burn 2.5\u00d7/hr"], "service_metrics": {"recommendation-engine": {"status": "degraded", "http_server_error_rate": 0.6390076089470194, "image_pull_backoff_seconds": 296, "logs": {"recommendation-engine": ["Image pull backoff: 296s \u2014 unable to pull v5.X.Y"]}}}, "logs": {"recommendation-engine": ["Image pull backoff: 296s \u2014 unable to pull v5.X.Y"]}}, "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": "f2ba1911-5ead-40a9-9657-f794d2c433e8", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_easy_image_pull_backoff", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "metric_value,fault_stage,noise_injection", "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": 0.42598497366524984, "image_pull_backoff_seconds": 52, "logs": {"recommendation-engine": ["Image pull backoff: 52s \u2014 unable to pull v3.X.Y"]}}}, "logs": {"recommendation-engine": ["Image pull backoff: 52s \u2014 unable to pull v3.X.Y"]}}, "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": "356b0fa7-f787-4a4c-bc08-98717c4cbf61", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_easy_timeout_propagation", "tier": "easy", "fault_type": "config_drift", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 4, "budget": 24.0, "alerts": ["[WARNING] inventory-service SLO burn 4.0\u00d7/hr"], "service_metrics": {"inventory-service": {"status": "critical", "http_server_error_rate": 0.3990564688176275, "http_server_request_duration_p99": 10.2, "logs": {"order-service": ["order-service timeout: inventory-service not responding"]}}}, "logs": {"order-service": ["order-service timeout: inventory-service not responding"]}}, "gold_action_sequence": [{"action": "trace_dependencies", "params": {"service": "order-service"}}, {"action": "fetch_logs", "params": {"service": "inventory-service"}}, {"action": "optimize_query", "params": {"service": "inventory-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "inventory-service"}
{"example_id": "fe014fc7-b065-4c79-93c1-f3e11d239735", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_medium_mtls_rotation", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 0, "budget": 60.0, "alerts": ["[WARNING] payment-service SLO burn 7.0\u00d7/hr"], "service_metrics": {"payment-service": {"status": "critical", "http_server_error_rate": 0.6635957583445616, "sidecar_cert_rotation_status": "stale", "mtls_handshake_failure_rate": 0.78, "logs": {"payment-service": ["mTLS handshake failure \u2014 cert stale"]}}}, "logs": {"payment-service": ["mTLS handshake failure \u2014 cert stale"]}}, "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": "9bf9a5cb-f134-4078-a6d1-c8a645df860a", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_medium_asymmetric_blast", "tier": "medium", "fault_type": "network_partition", "variation_strategy": "metric_value,fault_stage,noise_injection", "observation": {"tick": 5, "budget": 50.0, "alerts": ["[WARNING] db-proxy SLO burn 5.8\u00d7/hr"], "service_metrics": {"db-proxy": {"status": "critical", "http_server_error_rate": 0.7503892438706, "auth_error_rate": 0.8163049649497702, "payment_error_rate": 0.28238713594495174, "user_error_rate": 0.07766198463475234, "dbproxy_error_rate": 0.9764722769693516, "logs": {"db-proxy": ["db-proxy connection pool exhausted"]}}}, "logs": {"db-proxy": ["db-proxy connection pool exhausted"]}}, "gold_action_sequence": [{"action": "trace_dependencies", "params": {"service": "auth-service"}}, {"action": "trace_dependencies", "params": {"service": "payment-service"}}, {"action": "get_metrics_detail", "params": {"service": "db-proxy"}}, {"action": "restart_service", "params": {"service": "db-proxy"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "db-proxy"}
{"example_id": "9e5ea399-1a41-4449-80a3-96737fa699bb", "source_script": "gen_21_mixed_network_partition.py", "task_seed_id": "task_hard_redis_split_brain", "tier": "hard", "fault_type": "network_partition", "variation_strategy": "metric_value,fault_stage,adversarial_content", "observation": {"tick": 7, "budget": 99.0, "alerts": ["[WARNING] cache SLO burn 6.0\u00d7/hr"], "service_metrics": {"cache": {"status": "critical", "http_server_error_rate": 0.6465039746859527, "redis_diverged_key_count": 70837, "data_inconsistency_rate": 0.21157166458813936, "db_replication_lag_seconds": 213, "logs": {"redis-cluster": ["Split brain: 70837 keys diverged, lag 213s"]}}}, "logs": {"redis-cluster": ["Split brain: 70837 keys diverged, lag 213s"]}}, "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"}