firewatch-sft-data / reviewed /batch_012.jsonl
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batch_012 from gen_13_mixed_proactive.py (50 examples) @ 2026-04-25T16:14:48Z
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{"example_id": "2f097f8c-7778-4166-8a84-11c1fc5013da", "source_script": "gen_13_mixed_proactive.py", "task_seed_id": "task_easy_http2_streams", "tier": "easy", "fault_type": "config_drift", "variation_strategy": "fault_stage,metric_value,alert_phrasing", "observation": {"tick": 2, "budget": 27.0, "alerts": ["[WARNING] api-gateway SLO burn 3.2\u00d7/hr \u2014 investigate"], "service_metrics": {"api-gateway": {"status": "degraded", "http_server_error_rate": 0.0778, "http2_max_concurrent_streams": 150, "http2_stream_utilization": 0.97, "http_server_request_duration_p99": 8, "latency_slo_burn_rate_per_hour": 3.2}}, "logs": {"api-gateway": ["Proactive signal: task_easy_http2_streams"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "api-gateway"}}, {"action": "increase_max_streams", "params": {"service": "api-gateway"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "api-gateway"}
{"example_id": "9dd683fe-5a52-47bc-8980-76bc3530daf4", "source_script": "gen_13_mixed_proactive.py", "task_seed_id": "task_easy_cpu_throttling", "tier": "easy", "fault_type": "config_drift", "variation_strategy": "fault_stage,metric_value,alert_phrasing", "observation": {"tick": 0, "budget": 30.0, "alerts": ["[WARNING] payment-service SLO burn 4.0\u00d7/hr \u2014 investigate"], "service_metrics": {"payment-service": {"status": "degraded", "http_server_error_rate": 0.0, "process_cpu_throttle_rate": 0.72, "latency_slo_burn_rate_per_hour": 4.0}}, "logs": {"payment-service": ["Proactive signal: task_easy_cpu_throttling"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "payment-service"}}, {"action": "increase_cpu_limit", "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": "240893e7-c14b-4a8c-b541-2366b6c5aae7", "source_script": "gen_13_mixed_proactive.py", "task_seed_id": "task_medium_circuit_breaker_masking", "tier": "medium", "fault_type": "memory_leak", "variation_strategy": "fault_stage,metric_value,alert_phrasing", "observation": {"tick": 5, "budget": 50.0, "alerts": ["[WARNING] pricing-service SLO burn 7.0\u00d7/hr"], "service_metrics": {"pricing-service": {"status": "degraded", "http_server_error_rate": 0.1186, "circuit_breaker_state": "open", "pricing_service_memory": 0.8719991403645295, "latency_slo_burn_rate_per_hour": 7.0}}, "logs": {"pricing-service": ["Proactive signal: task_medium_circuit_breaker_masking"]}}, "gold_action_sequence": [{"action": "trace_dependencies", "params": {"service": "product-catalog-service"}}, {"action": "get_metrics_detail", "params": {"service": "pricing-service"}}, {"action": "scale_replicas", "params": {"service": "pricing-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "pricing-service"}
{"example_id": "32532ca4-526a-44a0-b231-c1e7a8a5d5a7", "source_script": "gen_13_mixed_proactive.py", "task_seed_id": "task_easy_cronjob_spike", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "fault_stage,metric_value,alert_phrasing", "observation": {"tick": 4, "budget": 24.0, "alerts": ["[WARNING] analytics-service SLO burn 3.2\u00d7/hr \u2014 investigate"], "service_metrics": {"analytics-service": {"status": "degraded", "http_server_error_rate": 0.0451, "process_memory_utilization": 0.95, "latency_slo_burn_rate_per_hour": 3.2}}, "logs": {"analytics-service": ["Proactive signal: task_easy_cronjob_spike"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "analytics-service"}}, {"action": "fetch_logs", "params": {"service": "analytics-service"}}, {"action": "scale_replicas", "params": {"service": "analytics-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "analytics-service"}
{"example_id": "c59af38e-ba92-4547-9dac-462c411ebe6c", "source_script": "gen_13_mixed_proactive.py", "task_seed_id": "task_easy_thundering_herd", "tier": "easy", "fault_type": "bad_deploy", "variation_strategy": "fault_stage,metric_value,alert_phrasing", "observation": {"tick": 2, "budget": 27.0, "alerts": ["[WARNING] session-service SLO burn 3.2\u00d7/hr \u2014 investigate"], "service_metrics": {"session-service": {"status": "degraded", "http_server_error_rate": 0.0258, "session_connection_count": 576, "latency_slo_burn_rate_per_hour": 3.2}}, "logs": {"session-service": ["Proactive signal: task_easy_thundering_herd"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "session-service"}}, {"action": "enable_connection_throttle", "params": {"service": "session-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "session-service"}
{"example_id": "96970f32-6296-4ed5-8df2-9abb595c60a2", "source_script": "gen_13_mixed_proactive.py", "task_seed_id": "task_hard_metastable_failure", "tier": "hard", "fault_type": "config_drift", "variation_strategy": "fault_stage,metric_value,alert_phrasing", "observation": {"tick": 7, "budget": 99.0, "alerts": ["[WARNING] search-service SLO burn 6.0\u00d7/hr"], "service_metrics": {"search-service": {"status": "degraded", "http_server_error_rate": 0.1921, "http_server_request_queue_depth": 664, "metastable_feedback_loop_active": true, "error_budget_burn_rate": 6.0}}, "logs": {"search-service": ["Proactive signal: task_hard_metastable_failure"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "search-service"}}, {"action": "disable_retries", "params": {"service": "api-gateway"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "search-service"}
{"example_id": "1a744b46-a073-4b5f-a384-a7c3dfe36488", "source_script": "gen_13_mixed_proactive.py", "task_seed_id": "task_easy_http2_streams", "tier": "easy", "fault_type": "config_drift", "variation_strategy": "fault_stage,metric_value,alert_phrasing", "observation": {"tick": 0, "budget": 30.0, "alerts": ["[WARNING] api-gateway SLO burn 3.2\u00d7/hr \u2014 investigate"], "service_metrics": {"api-gateway": {"status": "degraded", "http_server_error_rate": 0.0188, "http2_max_concurrent_streams": 150, "http2_stream_utilization": 1.0, "http_server_request_duration_p99": 18, "latency_slo_burn_rate_per_hour": 3.2}}, "logs": {"api-gateway": ["Proactive signal: task_easy_http2_streams"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "api-gateway"}}, {"action": "increase_max_streams", "params": {"service": "api-gateway"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.7, "max": 1.0}, "suboptimal_paths": [], "fault_service": "api-gateway"}
{"example_id": "297f9be7-5f66-4b2a-bd60-6dec52496c59", "source_script": "gen_13_mixed_proactive.py", "task_seed_id": "task_hard_metastable_failure", "tier": "hard", "fault_type": "config_drift", "variation_strategy": "fault_stage,metric_value,alert_phrasing", "observation": {"tick": 2, "budget": 114.0, "alerts": ["[WARNING] search-service SLO burn 3.0\u00d7/hr"], "service_metrics": {"search-service": {"status": "degraded", "http_server_error_rate": 0.2789, "http_server_request_queue_depth": 774, "metastable_feedback_loop_active": true, "error_budget_burn_rate": 3.0}}, "logs": {"search-service": ["Proactive signal: task_hard_metastable_failure"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "search-service"}}, {"action": "disable_retries", "params": {"service": "api-gateway"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "search-service"}
{"example_id": "cdd65e73-e1f7-46c8-af94-728b4fbc57f9", "source_script": "gen_13_mixed_proactive.py", "task_seed_id": "task_hard_metastable_failure", "tier": "hard", "fault_type": "config_drift", "variation_strategy": "fault_stage,metric_value,alert_phrasing", "observation": {"tick": 5, "budget": 105.0, "alerts": ["[WARNING] search-service SLO burn 10.0\u00d7/hr"], "service_metrics": {"search-service": {"status": "degraded", "http_server_error_rate": 0.1899, "http_server_request_queue_depth": 738, "metastable_feedback_loop_active": true, "error_budget_burn_rate": 10.0}}, "logs": {"search-service": ["Proactive signal: task_hard_metastable_failure"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "search-service"}}, {"action": "disable_retries", "params": {"service": "api-gateway"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "search-service"}
{"example_id": "5e1224b3-ca05-4809-ad37-749411a091a7", "source_script": "gen_13_mixed_proactive.py", "task_seed_id": "task_hard_pipeline_freshness", "tier": "hard", "fault_type": "memory_leak", "variation_strategy": "fault_stage,metric_value,alert_phrasing", "observation": {"tick": 0, "budget": 120.0, "alerts": ["[WARNING] feature-pipeline SLO burn 3.0\u00d7/hr"], "service_metrics": {"feature-pipeline": {"status": "degraded", "http_server_error_rate": 0.0, "freshness_lag_seconds": 487, "queue_depth": 15424, "data_freshness_slo_burn_rate_per_hour": 3.0}}, "logs": {"feature-pipeline": ["Proactive signal: task_hard_pipeline_freshness"]}}, "gold_action_sequence": [{"action": "inspect_pipeline_topology", "params": {"service": "feature-pipeline"}}, {"action": "get_metrics_detail", "params": {"service": "feature-pipeline"}}, {"action": "restart_pipeline_job", "params": {"service": "feature-pipeline"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "feature-pipeline"}
{"example_id": "f6b9e0d8-72fc-42d6-bd9c-b77711f49f21", "source_script": "gen_13_mixed_proactive.py", "task_seed_id": "task_medium_hpa_cold_start", "tier": "medium", "fault_type": "bad_deploy", "variation_strategy": "fault_stage,metric_value,alert_phrasing", "observation": {"tick": 1, "budget": 58.0, "alerts": ["[WARNING] recommendation-engine SLO burn 7.0\u00d7/hr"], "service_metrics": {"recommendation-engine": {"status": "degraded", "http_server_error_rate": 0.1035, "deployment_ready_replicas": 0, "latency_slo_burn_rate_per_hour": 7.0}}, "logs": {"recommendation-engine": ["Proactive signal: task_medium_hpa_cold_start"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "recommendation-engine"}}, {"action": "get_metrics_detail", "params": {"service": "recommendation-engine"}}, {"action": "pre_warm_service", "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": "23fadf6d-c02e-4ab5-aa3b-f0d3e488a920", "source_script": "gen_13_mixed_proactive.py", "task_seed_id": "task_medium_hpa_cold_start", "tier": "medium", "fault_type": "bad_deploy", "variation_strategy": "fault_stage,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": 0.0906, "deployment_ready_replicas": 0, "latency_slo_burn_rate_per_hour": 5.8}}, "logs": {"recommendation-engine": ["Proactive signal: task_medium_hpa_cold_start"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "recommendation-engine"}}, {"action": "get_metrics_detail", "params": {"service": "recommendation-engine"}}, {"action": "pre_warm_service", "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": "09cfb114-4ae0-4219-99c2-b836e5d4ca20", "source_script": "gen_13_mixed_proactive.py", "task_seed_id": "task_medium_gateway_rate_limit", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "fault_stage,metric_value,alert_phrasing", "observation": {"tick": 3, "budget": 54.0, "alerts": ["[WARNING] api-gateway SLO burn 3.0\u00d7/hr"], "service_metrics": {"api-gateway": {"status": "degraded", "http_server_error_rate": 0.1171, "rate_limit_rpm": 8, "latency_slo_burn_rate_per_hour": 3.0}}, "logs": {"api-gateway": ["Proactive signal: task_medium_gateway_rate_limit"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "api-gateway"}}, {"action": "revert_config", "params": {"service": "api-gateway"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "api-gateway"}
{"example_id": "69ebb23d-123a-48ab-b121-f717df637946", "source_script": "gen_13_mixed_proactive.py", "task_seed_id": "task_hard_pipeline_freshness", "tier": "hard", "fault_type": "memory_leak", "variation_strategy": "fault_stage,metric_value,alert_phrasing", "observation": {"tick": 7, "budget": 99.0, "alerts": ["[WARNING] feature-pipeline SLO burn 3.0\u00d7/hr"], "service_metrics": {"feature-pipeline": {"status": "degraded", "http_server_error_rate": 0.0, "freshness_lag_seconds": 517, "queue_depth": 37798, "data_freshness_slo_burn_rate_per_hour": 3.0}}, "logs": {"feature-pipeline": ["Proactive signal: task_hard_pipeline_freshness"]}}, "gold_action_sequence": [{"action": "inspect_pipeline_topology", "params": {"service": "feature-pipeline"}}, {"action": "get_metrics_detail", "params": {"service": "feature-pipeline"}}, {"action": "restart_pipeline_job", "params": {"service": "feature-pipeline"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "feature-pipeline"}
{"example_id": "86dd2521-a5f2-46ca-920f-1618049376b6", "source_script": "gen_13_mixed_proactive.py", "task_seed_id": "task_medium_gateway_rate_limit", "tier": "medium", "fault_type": "config_drift", "variation_strategy": "fault_stage,metric_value,alert_phrasing", "observation": {"tick": 0, "budget": 60.0, "alerts": ["[WARNING] api-gateway SLO burn 4.5\u00d7/hr"], "service_metrics": {"api-gateway": {"status": "degraded", "http_server_error_rate": 0.0629, "rate_limit_rpm": 10, "latency_slo_burn_rate_per_hour": 4.5}}, "logs": {"api-gateway": ["Proactive signal: task_medium_gateway_rate_limit"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "api-gateway"}}, {"action": "revert_config", "params": {"service": "api-gateway"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "api-gateway"}
{"example_id": "9fdef868-d972-42f2-9a74-89bad67e4e91", "source_script": "gen_13_mixed_proactive.py", "task_seed_id": "task_medium_canary_false_alert", "tier": "medium", "fault_type": "bad_deploy", "variation_strategy": "fault_stage,metric_value,alert_phrasing", "observation": {"tick": 1, "budget": 58.0, "alerts": ["[WARNING] checkout-service SLO burn 3.0\u00d7/hr"], "service_metrics": {"checkout-service": {"status": "degraded", "http_server_error_rate": 0.0354, "canary_error_rate": 0.0571, "latency_slo_burn_rate_per_hour": 3.0}}, "logs": {"checkout-service": ["Proactive signal: task_medium_canary_false_alert"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "checkout-service"}}, {"action": "rollback_canary", "params": {"service": "checkout-service"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.5, "max": 0.9}, "suboptimal_paths": [], "fault_service": "checkout-service"}
{"example_id": "60fae6da-c7f2-48bc-bdc0-ac3b1cdf59e0", "source_script": "gen_13_mixed_proactive.py", "task_seed_id": "task_hard_metastable_failure", "tier": "hard", "fault_type": "config_drift", "variation_strategy": "fault_stage,metric_value,alert_phrasing", "observation": {"tick": 0, "budget": 120.0, "alerts": ["[WARNING] search-service SLO burn 3.0\u00d7/hr"], "service_metrics": {"search-service": {"status": "degraded", "http_server_error_rate": 0.2574, "http_server_request_queue_depth": 862, "metastable_feedback_loop_active": true, "error_budget_burn_rate": 3.0}}, "logs": {"search-service": ["Proactive signal: task_hard_metastable_failure"]}}, "gold_action_sequence": [{"action": "get_metrics_detail", "params": {"service": "search-service"}}, {"action": "disable_retries", "params": {"service": "api-gateway"}}, {"action": "declare_resolved", "params": {}}], "gold_alternatives": [], "expected_score_range": {"min": 0.3, "max": 0.8}, "suboptimal_paths": [], "fault_service": "search-service"}
{"example_id": "53f08e6f-4a3f-4204-80b5-f6fd80b5c6e0", "source_script": "gen_13_mixed_proactive.py", "task_seed_id": "task_easy_cert_expiry", "tier": "easy", "fault_type": "config_drift", "variation_strategy": "fault_stage,metric_value,alert_phrasing", "observation": {"tick": 0, "budget": 30.0, "alerts": ["[WARNING] payment-service SLO burn 1.8\u00d7/hr \u2014 investigate"], "service_metrics": {"payment-service": {"status": "healthy", "http_server_error_rate": 0.0, "tls_certificate_expiry_seconds": 3600, "latency_slo_burn_rate_per_hour": 1.8}}, "logs": {"payment-service": ["Proactive signal: task_easy_cert_expiry"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "payment-service"}}, {"action": "rotate_tls_certificate", "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": "9e0e82d6-ba43-45a6-8539-c829e21c9b28", "source_script": "gen_13_mixed_proactive.py", "task_seed_id": "task_medium_hpa_cold_start", "tier": "medium", "fault_type": "bad_deploy", "variation_strategy": "fault_stage,metric_value,alert_phrasing", "observation": {"tick": 0, "budget": 60.0, "alerts": ["[WARNING] recommendation-engine SLO burn 3.0\u00d7/hr"], "service_metrics": {"recommendation-engine": {"status": "degraded", "http_server_error_rate": 0.0951, "deployment_ready_replicas": 0, "latency_slo_burn_rate_per_hour": 3.0}}, "logs": {"recommendation-engine": ["Proactive signal: task_medium_hpa_cold_start"]}}, "gold_action_sequence": [{"action": "fetch_logs", "params": {"service": "recommendation-engine"}}, {"action": "get_metrics_detail", "params": {"service": "recommendation-engine"}}, {"action": "pre_warm_service", "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"}
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