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"fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "check_status(cache)", "reward": 0.06666666666666667, "summary": "cache status is crashed." }, { "step": 2, "action": "inspect_logs(cache)", "reward": 0.06666666666666667, "summary": "Inspected logs for cache." }, { "step": 3, "action": "inspect_metrics(cache)", "reward": 0.06666666666666668, "summary": "Inspected metrics for cache." }, { "step": 4, "action": "restart_service(cache)", "reward": 0.25, "summary": "Restarted cache." }, { "step": 5, "action": "resolve_incident(cache service crashed, restart cache service)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "web_worker_crash", "seed": 10000, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "check_status(web_server)", "reward": 0.06666666666666667, "summary": "web_server status is degraded." }, { "step": 2, "action": "inspect_logs(web_server)", "reward": 0.06666666666666667, "summary": "Inspected logs for web_server." }, { "step": 3, "action": "inspect_metrics(web_server)", "reward": 0.06666666666666668, "summary": "Inspected metrics for web_server." }, { "step": 4, "action": "restart_service(web_server)", "reward": 0.25, "summary": "Restarted web_server." }, { "step": 5, "action": "resolve_incident(web server worker process crashed, restart web server)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "web_worker_crash", "seed": 10001, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "check_status(web_server)", "reward": 0.06666666666666667, "summary": "web_server status is degraded." }, { "step": 2, "action": "inspect_logs(web_server)", "reward": 0.06666666666666667, "summary": "Inspected logs for web_server." }, { "step": 3, "action": "inspect_metrics(web_server)", "reward": 0.06666666666666668, "summary": "Inspected metrics for web_server." }, { "step": 4, "action": "restart_service(web_server)", "reward": 0.25, "summary": "Restarted web_server." }, { "step": 5, "action": "resolve_incident(web server worker process crashed, restart web server)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "web_worker_crash", "seed": 10002, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, 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"invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "check_status(web_server)", "reward": 0.06666666666666667, "summary": "web_server status is degraded." }, { "step": 2, "action": "inspect_logs(web_server)", "reward": 0.06666666666666667, "summary": "Inspected logs for web_server." }, { "step": 3, "action": "inspect_metrics(web_server)", "reward": 0.06666666666666668, "summary": "Inspected metrics for web_server." }, { "step": 4, "action": "restart_service(web_server)", "reward": 0.25, "summary": "Restarted web_server." }, { "step": 5, "action": "resolve_incident(web server worker process crashed, restart web server)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "web_worker_crash", "seed": 10004, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "check_status(web_server)", "reward": 0.06666666666666667, "summary": "web_server status is degraded." }, { "step": 2, "action": "inspect_logs(web_server)", "reward": 0.06666666666666667, "summary": "Inspected logs for web_server." }, { "step": 3, "action": "inspect_metrics(web_server)", "reward": 0.06666666666666668, "summary": "Inspected metrics for web_server." }, { "step": 4, "action": "restart_service(web_server)", "reward": 0.25, "summary": "Restarted web_server." }, { "step": 5, "action": "resolve_incident(web server worker process crashed, restart web server)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "database_disk_full", "seed": 20000, "metrics": { "total_steps": 4, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 2, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9500000000000001 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9500000000000001, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "inspect_logs(database)", "reward": 0.1, "summary": "Inspected logs for database." }, { "step": 2, "action": "inspect_metrics(database)", "reward": 0.1, "summary": "Inspected metrics for database." }, { "step": 3, "action": "update_config(database, DISK_QUOTA_GB, 200)", "reward": 0.25, "summary": "Updated database config DISK_QUOTA_GB." }, { "step": 4, "action": "resolve_incident(database disk is full, increase database disk quota)", "reward": 0.5, "summary": "Incident resolved." } ] }, { "task_id": "database_disk_full", "seed": 20001, "metrics": { "total_steps": 4, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 2, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9500000000000001 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9500000000000001, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "inspect_logs(database)", "reward": 0.1, "summary": "Inspected logs for database." }, { "step": 2, "action": "inspect_metrics(database)", "reward": 0.1, "summary": "Inspected metrics for database." }, { "step": 3, "action": "update_config(database, DISK_QUOTA_GB, 200)", "reward": 0.25, "summary": "Updated database config DISK_QUOTA_GB." }, { "step": 4, "action": "resolve_incident(database disk is full, increase database disk quota)", "reward": 0.5, "summary": "Incident resolved." } ] }, { "task_id": "database_disk_full", "seed": 20002, "metrics": { "total_steps": 4, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 2, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9500000000000001 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9500000000000001, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "inspect_logs(database)", "reward": 0.1, "summary": "Inspected logs for database." }, { "step": 2, "action": "inspect_metrics(database)", "reward": 0.1, "summary": "Inspected metrics for database." }, { "step": 3, "action": "update_config(database, DISK_QUOTA_GB, 200)", "reward": 0.25, "summary": "Updated database config DISK_QUOTA_GB." }, { "step": 4, "action": "resolve_incident(database disk is full, increase database disk quota)", "reward": 0.5, "summary": "Incident resolved." } ] }, { "task_id": "database_disk_full", "seed": 20003, "metrics": { "total_steps": 4, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 2, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9500000000000001 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9500000000000001, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "inspect_logs(database)", "reward": 0.1, "summary": "Inspected logs for database." }, { "step": 2, "action": "inspect_metrics(database)", "reward": 0.1, "summary": "Inspected metrics for database." }, { "step": 3, "action": "update_config(database, DISK_QUOTA_GB, 200)", "reward": 0.25, "summary": "Updated database config DISK_QUOTA_GB." }, { "step": 4, "action": "resolve_incident(database disk is full, increase database disk quota)", "reward": 0.5, "summary": "Incident resolved." } ] }, { "task_id": "database_disk_full", "seed": 20004, "metrics": { "total_steps": 4, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 2, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9500000000000001 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9500000000000001, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "inspect_logs(database)", "reward": 0.1, "summary": "Inspected logs for database." }, { "step": 2, "action": "inspect_metrics(database)", "reward": 0.1, "summary": "Inspected metrics for database." }, { "step": 3, "action": "update_config(database, DISK_QUOTA_GB, 200)", "reward": 0.25, "summary": "Updated database config DISK_QUOTA_GB." }, { "step": 4, "action": "resolve_incident(database disk is full, increase database disk quota)", "reward": 0.5, "summary": "Incident resolved." } ] }, { "task_id": "cache_memory_pressure", "seed": 30000, "metrics": { "total_steps": 4, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 2, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9500000000000001 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9500000000000001, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "inspect_metrics(cache)", "reward": 0.1, "summary": "Inspected metrics for cache." }, { "step": 2, "action": "inspect_config(cache, MAX_MEMORY_MB)", "reward": 0.1, "summary": "Inspected config for cache." }, { "step": 3, "action": "update_config(cache, MAX_MEMORY_MB, 1024)", "reward": 0.25, "summary": "Updated cache config MAX_MEMORY_MB." }, { "step": 4, "action": "resolve_incident(cache memory limit is too low, increase cache memory limit)", "reward": 0.5, "summary": "Incident resolved." } ] }, { "task_id": "cache_memory_pressure", "seed": 30001, "metrics": { "total_steps": 4, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 2, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9500000000000001 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9500000000000001, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "inspect_metrics(cache)", "reward": 0.1, "summary": "Inspected metrics for cache." }, { "step": 2, "action": "inspect_config(cache, MAX_MEMORY_MB)", "reward": 0.1, "summary": "Inspected config for cache." }, { "step": 3, "action": "update_config(cache, MAX_MEMORY_MB, 1024)", "reward": 0.25, "summary": "Updated cache config MAX_MEMORY_MB." }, { "step": 4, "action": "resolve_incident(cache memory limit is too low, increase cache memory limit)", "reward": 0.5, "summary": "Incident resolved." } ] }, { "task_id": "cache_memory_pressure", "seed": 30002, "metrics": { "total_steps": 4, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 2, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9500000000000001 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9500000000000001, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "inspect_metrics(cache)", "reward": 0.1, "summary": "Inspected metrics for cache." }, { "step": 2, "action": "inspect_config(cache, MAX_MEMORY_MB)", "reward": 0.1, "summary": "Inspected config for cache." }, { "step": 3, "action": "update_config(cache, MAX_MEMORY_MB, 1024)", "reward": 0.25, "summary": "Updated cache config MAX_MEMORY_MB." }, { "step": 4, "action": "resolve_incident(cache memory limit is too low, increase cache memory limit)", "reward": 0.5, "summary": "Incident resolved." } ] }, { "task_id": "cache_memory_pressure", "seed": 30003, "metrics": { "total_steps": 4, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 2, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9500000000000001 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9500000000000001, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "inspect_metrics(cache)", "reward": 0.1, "summary": "Inspected metrics for cache." }, { "step": 2, "action": "inspect_config(cache, MAX_MEMORY_MB)", "reward": 0.1, "summary": "Inspected config for cache." }, { "step": 3, "action": "update_config(cache, MAX_MEMORY_MB, 1024)", "reward": 0.25, "summary": "Updated cache config MAX_MEMORY_MB." }, { "step": 4, "action": "resolve_incident(cache memory limit is too low, increase cache memory limit)", "reward": 0.5, "summary": "Incident resolved." } ] }, { "task_id": "cache_memory_pressure", "seed": 30004, "metrics": { "total_steps": 4, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 2, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9500000000000001 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9500000000000001, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "inspect_metrics(cache)", "reward": 0.1, "summary": "Inspected metrics for cache." }, { "step": 2, "action": "inspect_config(cache, MAX_MEMORY_MB)", "reward": 0.1, "summary": "Inspected config for cache." }, { "step": 3, "action": "update_config(cache, MAX_MEMORY_MB, 1024)", "reward": 0.25, "summary": "Updated cache config MAX_MEMORY_MB." }, { "step": 4, "action": "resolve_incident(cache memory limit is too low, increase cache memory limit)", "reward": 0.5, "summary": "Incident resolved." } ] }, { "task_id": "message_queue_crash", "seed": 40000, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "check_status(message_queue)", "reward": 0.06666666666666667, "summary": "message_queue status is crashed." }, { "step": 2, "action": "inspect_logs(message_queue)", "reward": 0.06666666666666667, "summary": "Inspected logs for message_queue." }, { "step": 3, "action": "inspect_metrics(message_queue)", "reward": 0.06666666666666668, "summary": "Inspected metrics for message_queue." }, { "step": 4, "action": "restart_service(message_queue)", "reward": 0.25, "summary": "Restarted message_queue." }, { "step": 5, "action": "resolve_incident(message queue service crashed, restart message queue service)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "message_queue_crash", "seed": 40001, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "check_status(message_queue)", "reward": 0.06666666666666667, "summary": "message_queue status is crashed." }, { "step": 2, "action": "inspect_logs(message_queue)", "reward": 0.06666666666666667, "summary": "Inspected logs for message_queue." }, { "step": 3, "action": "inspect_metrics(message_queue)", "reward": 0.06666666666666668, "summary": "Inspected metrics for message_queue." }, { "step": 4, "action": "restart_service(message_queue)", "reward": 0.25, "summary": "Restarted message_queue." }, { "step": 5, "action": "resolve_incident(message queue service crashed, restart message queue service)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "message_queue_crash", "seed": 40002, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "check_status(message_queue)", "reward": 0.06666666666666667, "summary": "message_queue status is crashed." }, { "step": 2, "action": "inspect_logs(message_queue)", "reward": 0.06666666666666667, "summary": "Inspected logs for message_queue." }, { "step": 3, "action": "inspect_metrics(message_queue)", "reward": 0.06666666666666668, "summary": "Inspected metrics for message_queue." }, { "step": 4, "action": "restart_service(message_queue)", "reward": 0.25, "summary": "Restarted message_queue." }, { "step": 5, "action": "resolve_incident(message queue service crashed, restart message queue service)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "message_queue_crash", "seed": 40003, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "check_status(message_queue)", "reward": 0.06666666666666667, "summary": "message_queue status is crashed." }, { "step": 2, "action": "inspect_logs(message_queue)", "reward": 0.06666666666666667, "summary": "Inspected logs for message_queue." }, { "step": 3, "action": "inspect_metrics(message_queue)", "reward": 0.06666666666666668, "summary": "Inspected metrics for message_queue." }, { "step": 4, "action": "restart_service(message_queue)", "reward": 0.25, "summary": "Restarted message_queue." }, { "step": 5, "action": "resolve_incident(message queue service crashed, restart message queue service)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "message_queue_crash", "seed": 40004, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "check_status(message_queue)", "reward": 0.06666666666666667, "summary": "message_queue status is crashed." }, { "step": 2, "action": "inspect_logs(message_queue)", "reward": 0.06666666666666667, "summary": "Inspected logs for message_queue." }, { "step": 3, "action": "inspect_metrics(message_queue)", "reward": 0.06666666666666668, "summary": "Inspected metrics for message_queue." }, { "step": 4, "action": "restart_service(message_queue)", "reward": 0.25, "summary": "Restarted message_queue." }, { "step": 5, "action": "resolve_incident(message queue service crashed, restart message queue service)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "load_balancer_health_check_misconfig", "seed": 50000, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "inspect_logs(load_balancer)", "reward": 0.06666666666666667, "summary": "Inspected logs for load_balancer." }, { "step": 2, "action": "inspect_metrics(load_balancer)", "reward": 0.06666666666666667, "summary": "Inspected metrics for load_balancer." }, { "step": 3, "action": "inspect_config(load_balancer, HEALTH_CHECK_PATH)", "reward": 0.06666666666666668, "summary": "Inspected config for load_balancer." }, { "step": 4, "action": "update_config(load_balancer, HEALTH_CHECK_PATH, /healthz)", "reward": 0.25, "summary": "Updated load_balancer config HEALTH_CHECK_PATH." }, { "step": 5, "action": "resolve_incident(load balancer health check path misconfigured, update health check path)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "load_balancer_health_check_misconfig", "seed": 50001, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "inspect_logs(load_balancer)", "reward": 0.06666666666666667, "summary": "Inspected logs for load_balancer." }, { "step": 2, "action": "inspect_metrics(load_balancer)", "reward": 0.06666666666666667, "summary": "Inspected metrics for load_balancer." }, { "step": 3, "action": "inspect_config(load_balancer, HEALTH_CHECK_PATH)", "reward": 0.06666666666666668, "summary": "Inspected config for load_balancer." }, { "step": 4, "action": "update_config(load_balancer, HEALTH_CHECK_PATH, /healthz)", "reward": 0.25, "summary": "Updated load_balancer config HEALTH_CHECK_PATH." }, { "step": 5, "action": "resolve_incident(load balancer health check path misconfigured, update health check path)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "load_balancer_health_check_misconfig", "seed": 50002, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "inspect_logs(load_balancer)", "reward": 0.06666666666666667, "summary": "Inspected logs for load_balancer." }, { "step": 2, "action": "inspect_metrics(load_balancer)", "reward": 0.06666666666666667, "summary": "Inspected metrics for load_balancer." }, { "step": 3, "action": "inspect_config(load_balancer, HEALTH_CHECK_PATH)", "reward": 0.06666666666666668, "summary": "Inspected config for load_balancer." }, { "step": 4, "action": "update_config(load_balancer, HEALTH_CHECK_PATH, /healthz)", "reward": 0.25, "summary": "Updated load_balancer config HEALTH_CHECK_PATH." }, { "step": 5, "action": "resolve_incident(load balancer health check path misconfigured, update health check path)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "load_balancer_health_check_misconfig", "seed": 50003, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "inspect_logs(load_balancer)", "reward": 0.06666666666666667, "summary": "Inspected logs for load_balancer." }, { "step": 2, "action": "inspect_metrics(load_balancer)", "reward": 0.06666666666666667, "summary": "Inspected metrics for load_balancer." }, { "step": 3, "action": "inspect_config(load_balancer, HEALTH_CHECK_PATH)", "reward": 0.06666666666666668, "summary": "Inspected config for load_balancer." }, { "step": 4, "action": "update_config(load_balancer, HEALTH_CHECK_PATH, /healthz)", "reward": 0.25, "summary": "Updated load_balancer config HEALTH_CHECK_PATH." }, { "step": 5, "action": "resolve_incident(load balancer health check path misconfigured, update health check path)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "load_balancer_health_check_misconfig", "seed": 50004, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "inspect_logs(load_balancer)", "reward": 0.06666666666666667, "summary": "Inspected logs for load_balancer." }, { "step": 2, "action": "inspect_metrics(load_balancer)", "reward": 0.06666666666666667, "summary": "Inspected metrics for load_balancer." }, { "step": 3, "action": "inspect_config(load_balancer, HEALTH_CHECK_PATH)", "reward": 0.06666666666666668, "summary": "Inspected config for load_balancer." }, { "step": 4, "action": "update_config(load_balancer, HEALTH_CHECK_PATH, /healthz)", "reward": 0.25, "summary": "Updated load_balancer config HEALTH_CHECK_PATH." }, { "step": 5, "action": "resolve_incident(load balancer health check path misconfigured, update health check path)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "message_queue_backlog_consumers_low", "seed": 60000, "metrics": { "total_steps": 4, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 2, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9500000000000001 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9500000000000001, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "inspect_metrics(message_queue)", "reward": 0.1, "summary": "Inspected metrics for message_queue." }, { "step": 2, "action": "inspect_config(message_queue, CONSUMER_CONCURRENCY)", "reward": 0.1, "summary": "Inspected config for message_queue." }, { "step": 3, "action": "update_config(message_queue, CONSUMER_CONCURRENCY, 16)", "reward": 0.25, "summary": "Updated message_queue config CONSUMER_CONCURRENCY." }, { "step": 4, "action": "resolve_incident(message queue consumer concurrency too low, increase consumer concurrency)", "reward": 0.5, "summary": "Incident resolved." } ] }, { "task_id": "message_queue_backlog_consumers_low", "seed": 60001, "metrics": { "total_steps": 4, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 2, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9500000000000001 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9500000000000001, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "inspect_metrics(message_queue)", "reward": 0.1, "summary": "Inspected metrics for message_queue." }, { "step": 2, "action": "inspect_config(message_queue, CONSUMER_CONCURRENCY)", "reward": 0.1, "summary": "Inspected config for message_queue." }, { "step": 3, "action": "update_config(message_queue, CONSUMER_CONCURRENCY, 16)", "reward": 0.25, "summary": "Updated message_queue config CONSUMER_CONCURRENCY." }, { "step": 4, "action": "resolve_incident(message queue consumer concurrency too low, increase consumer concurrency)", "reward": 0.5, "summary": "Incident resolved." } ] }, { "task_id": "message_queue_backlog_consumers_low", "seed": 60002, "metrics": { "total_steps": 4, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 2, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9500000000000001 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9500000000000001, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "inspect_metrics(message_queue)", "reward": 0.1, "summary": "Inspected metrics for message_queue." }, { "step": 2, "action": "inspect_config(message_queue, CONSUMER_CONCURRENCY)", "reward": 0.1, "summary": "Inspected config for message_queue." }, { "step": 3, "action": "update_config(message_queue, CONSUMER_CONCURRENCY, 16)", "reward": 0.25, "summary": "Updated message_queue config CONSUMER_CONCURRENCY." }, { "step": 4, "action": "resolve_incident(message queue consumer concurrency too low, increase consumer concurrency)", "reward": 0.5, "summary": "Incident resolved." } ] }, { "task_id": "message_queue_backlog_consumers_low", "seed": 60003, "metrics": { "total_steps": 4, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 2, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9500000000000001 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9500000000000001, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "inspect_metrics(message_queue)", "reward": 0.1, "summary": "Inspected metrics for message_queue." }, { "step": 2, "action": "inspect_config(message_queue, CONSUMER_CONCURRENCY)", "reward": 0.1, "summary": "Inspected config for message_queue." }, { "step": 3, "action": "update_config(message_queue, CONSUMER_CONCURRENCY, 16)", "reward": 0.25, "summary": "Updated message_queue config CONSUMER_CONCURRENCY." }, { "step": 4, "action": "resolve_incident(message queue consumer concurrency too low, increase consumer concurrency)", "reward": 0.5, "summary": "Incident resolved." } ] }, { "task_id": "message_queue_backlog_consumers_low", "seed": 60004, "metrics": { "total_steps": 4, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 2, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9500000000000001 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9500000000000001, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "inspect_metrics(message_queue)", "reward": 0.1, "summary": "Inspected metrics for message_queue." }, { "step": 2, "action": "inspect_config(message_queue, CONSUMER_CONCURRENCY)", "reward": 0.1, "summary": "Inspected config for message_queue." }, { "step": 3, "action": "update_config(message_queue, CONSUMER_CONCURRENCY, 16)", "reward": 0.25, "summary": "Updated message_queue config CONSUMER_CONCURRENCY." }, { "step": 4, "action": "resolve_incident(message queue consumer concurrency too low, increase consumer concurrency)", "reward": 0.5, "summary": "Incident resolved." } ] }, { "task_id": "web_server_memory_leak_restart", "seed": 70000, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "check_status(web_server)", "reward": 0.06666666666666667, "summary": "web_server status is degraded." }, { "step": 2, "action": "inspect_logs(web_server)", "reward": 0.06666666666666667, "summary": "Inspected logs for web_server." }, { "step": 3, "action": "inspect_metrics(web_server)", "reward": 0.06666666666666668, "summary": "Inspected metrics for web_server." }, { "step": 4, "action": "restart_service(web_server)", "reward": 0.25, "summary": "Restarted web_server." }, { "step": 5, "action": "resolve_incident(web server memory leak caused worker crashes, restart web server to clear memory leak)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "web_server_memory_leak_restart", "seed": 70001, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "check_status(web_server)", "reward": 0.06666666666666667, "summary": "web_server status is degraded." }, { "step": 2, "action": "inspect_logs(web_server)", "reward": 0.06666666666666667, "summary": "Inspected logs for web_server." }, { "step": 3, "action": "inspect_metrics(web_server)", "reward": 0.06666666666666668, "summary": "Inspected metrics for web_server." }, { "step": 4, "action": "restart_service(web_server)", "reward": 0.25, "summary": "Restarted web_server." }, { "step": 5, "action": "resolve_incident(web server memory leak caused worker crashes, restart web server to clear memory leak)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "web_server_memory_leak_restart", "seed": 70002, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "check_status(web_server)", "reward": 0.06666666666666667, "summary": "web_server status is degraded." }, { "step": 2, "action": "inspect_logs(web_server)", "reward": 0.06666666666666667, "summary": "Inspected logs for web_server." }, { "step": 3, "action": "inspect_metrics(web_server)", "reward": 0.06666666666666668, "summary": "Inspected metrics for web_server." }, { "step": 4, "action": "restart_service(web_server)", "reward": 0.25, "summary": "Restarted web_server." }, { "step": 5, "action": "resolve_incident(web server memory leak caused worker crashes, restart web server to clear memory leak)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "web_server_memory_leak_restart", "seed": 70003, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "check_status(web_server)", "reward": 0.06666666666666667, "summary": "web_server status is degraded." }, { "step": 2, "action": "inspect_logs(web_server)", "reward": 0.06666666666666667, "summary": "Inspected logs for web_server." }, { "step": 3, "action": "inspect_metrics(web_server)", "reward": 0.06666666666666668, "summary": "Inspected metrics for web_server." }, { "step": 4, "action": "restart_service(web_server)", "reward": 0.25, "summary": "Restarted web_server." }, { "step": 5, "action": "resolve_incident(web server memory leak caused worker crashes, restart web server to clear memory leak)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "web_server_memory_leak_restart", "seed": 70004, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "check_status(web_server)", "reward": 0.06666666666666667, "summary": "web_server status is degraded." }, { "step": 2, "action": "inspect_logs(web_server)", "reward": 0.06666666666666667, "summary": "Inspected logs for web_server." }, { "step": 3, "action": "inspect_metrics(web_server)", "reward": 0.06666666666666668, "summary": "Inspected metrics for web_server." }, { "step": 4, "action": "restart_service(web_server)", "reward": 0.25, "summary": "Restarted web_server." }, { "step": 5, "action": "resolve_incident(web server memory leak caused worker crashes, restart web server to clear memory leak)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "database_maintenance_mode_left_on", "seed": 80000, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "check_status(database)", "reward": 0.06666666666666667, "summary": "database status is degraded." }, { "step": 2, "action": "inspect_logs(database)", "reward": 0.06666666666666667, "summary": "Inspected logs for database." }, { "step": 3, "action": "inspect_config(database, MAINTENANCE_MODE)", "reward": 0.06666666666666668, "summary": "Inspected config for database." }, { "step": 4, "action": "update_config(database, MAINTENANCE_MODE, False)", "reward": 0.25, "summary": "Updated database config MAINTENANCE_MODE." }, { "step": 5, "action": "resolve_incident(database maintenance mode was left enabled, disable database maintenance mode)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "database_maintenance_mode_left_on", "seed": 80001, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "check_status(database)", "reward": 0.06666666666666667, "summary": "database status is degraded." }, { "step": 2, "action": "inspect_logs(database)", "reward": 0.06666666666666667, "summary": "Inspected logs for database." }, { "step": 3, "action": "inspect_config(database, MAINTENANCE_MODE)", "reward": 0.06666666666666668, "summary": "Inspected config for database." }, { "step": 4, "action": "update_config(database, MAINTENANCE_MODE, False)", "reward": 0.25, "summary": "Updated database config MAINTENANCE_MODE." }, { "step": 5, "action": "resolve_incident(database maintenance mode was left enabled, disable database maintenance mode)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "database_maintenance_mode_left_on", "seed": 80002, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "check_status(database)", "reward": 0.06666666666666667, "summary": "database status is degraded." }, { "step": 2, "action": "inspect_logs(database)", "reward": 0.06666666666666667, "summary": "Inspected logs for database." }, { "step": 3, "action": "inspect_config(database, MAINTENANCE_MODE)", "reward": 0.06666666666666668, "summary": "Inspected config for database." }, { "step": 4, "action": "update_config(database, MAINTENANCE_MODE, False)", "reward": 0.25, "summary": "Updated database config MAINTENANCE_MODE." }, { "step": 5, "action": "resolve_incident(database maintenance mode was left enabled, disable database maintenance mode)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "database_maintenance_mode_left_on", "seed": 80003, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "check_status(database)", "reward": 0.06666666666666667, "summary": "database status is degraded." }, { "step": 2, "action": "inspect_logs(database)", "reward": 0.06666666666666667, "summary": "Inspected logs for database." }, { "step": 3, "action": "inspect_config(database, MAINTENANCE_MODE)", "reward": 0.06666666666666668, "summary": "Inspected config for database." }, { "step": 4, "action": "update_config(database, MAINTENANCE_MODE, False)", "reward": 0.25, "summary": "Updated database config MAINTENANCE_MODE." }, { "step": 5, "action": "resolve_incident(database maintenance mode was left enabled, disable database maintenance mode)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "database_maintenance_mode_left_on", "seed": 80004, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "check_status(database)", "reward": 0.06666666666666667, "summary": "database status is degraded." }, { "step": 2, "action": "inspect_logs(database)", "reward": 0.06666666666666667, "summary": "Inspected logs for database." }, { "step": 3, "action": "inspect_config(database, MAINTENANCE_MODE)", "reward": 0.06666666666666668, "summary": "Inspected config for database." }, { "step": 4, "action": "update_config(database, MAINTENANCE_MODE, False)", "reward": 0.25, "summary": "Updated database config MAINTENANCE_MODE." }, { "step": 5, "action": "resolve_incident(database maintenance mode was left enabled, disable database maintenance mode)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "cache_auth_token_expired", "seed": 90000, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "inspect_logs(cache)", "reward": 0.06666666666666667, "summary": "Inspected logs for cache." }, { "step": 2, "action": "inspect_metrics(cache)", "reward": 0.06666666666666667, "summary": "Inspected metrics for cache." }, { "step": 3, "action": "inspect_config(cache, AUTH_TOKEN_VALID)", "reward": 0.06666666666666668, "summary": "Inspected config for cache." }, { "step": 4, "action": "update_config(cache, AUTH_TOKEN_VALID, True)", "reward": 0.25, "summary": "Updated cache config AUTH_TOKEN_VALID." }, { "step": 5, "action": "resolve_incident(cache authentication token expired, refresh cache token)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "cache_auth_token_expired", "seed": 90001, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "inspect_logs(cache)", "reward": 0.06666666666666667, "summary": "Inspected logs for cache." }, { "step": 2, "action": "inspect_metrics(cache)", "reward": 0.06666666666666667, "summary": "Inspected metrics for cache." }, { "step": 3, "action": "inspect_config(cache, AUTH_TOKEN_VALID)", "reward": 0.06666666666666668, "summary": "Inspected config for cache." }, { "step": 4, "action": "update_config(cache, AUTH_TOKEN_VALID, True)", "reward": 0.25, "summary": "Updated cache config AUTH_TOKEN_VALID." }, { "step": 5, "action": "resolve_incident(cache authentication token expired, refresh cache token)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "cache_auth_token_expired", "seed": 90002, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "inspect_logs(cache)", "reward": 0.06666666666666667, "summary": "Inspected logs for cache." }, { "step": 2, "action": "inspect_metrics(cache)", "reward": 0.06666666666666667, "summary": "Inspected metrics for cache." }, { "step": 3, "action": "inspect_config(cache, AUTH_TOKEN_VALID)", "reward": 0.06666666666666668, "summary": "Inspected config for cache." }, { "step": 4, "action": "update_config(cache, AUTH_TOKEN_VALID, True)", "reward": 0.25, "summary": "Updated cache config AUTH_TOKEN_VALID." }, { "step": 5, "action": "resolve_incident(cache authentication token expired, refresh cache token)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "cache_auth_token_expired", "seed": 90003, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "inspect_logs(cache)", "reward": 0.06666666666666667, "summary": "Inspected logs for cache." }, { "step": 2, "action": "inspect_metrics(cache)", "reward": 0.06666666666666667, "summary": "Inspected metrics for cache." }, { "step": 3, "action": "inspect_config(cache, AUTH_TOKEN_VALID)", "reward": 0.06666666666666668, "summary": "Inspected config for cache." }, { "step": 4, "action": "update_config(cache, AUTH_TOKEN_VALID, True)", "reward": 0.25, "summary": "Updated cache config AUTH_TOKEN_VALID." }, { "step": 5, "action": "resolve_incident(cache authentication token expired, refresh cache token)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "cache_auth_token_expired", "seed": 90004, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "inspect_logs(cache)", "reward": 0.06666666666666667, "summary": "Inspected logs for cache." }, { "step": 2, "action": "inspect_metrics(cache)", "reward": 0.06666666666666667, "summary": "Inspected metrics for cache." }, { "step": 3, "action": "inspect_config(cache, AUTH_TOKEN_VALID)", "reward": 0.06666666666666668, "summary": "Inspected config for cache." }, { "step": 4, "action": "update_config(cache, AUTH_TOKEN_VALID, True)", "reward": 0.25, "summary": "Updated cache config AUTH_TOKEN_VALID." }, { "step": 5, "action": "resolve_incident(cache authentication token expired, refresh cache token)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "load_balancer_tls_cert_expired", "seed": 100000, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "check_status(load_balancer)", "reward": 0.06666666666666667, "summary": "load_balancer status is degraded." }, { "step": 2, "action": "inspect_logs(load_balancer)", "reward": 0.06666666666666667, "summary": "Inspected logs for load_balancer." }, { "step": 3, "action": "inspect_config(load_balancer, TLS_CERT_VALID)", "reward": 0.06666666666666668, "summary": "Inspected config for load_balancer." }, { "step": 4, "action": "update_config(load_balancer, TLS_CERT_VALID, True)", "reward": 0.25, "summary": "Updated load_balancer config TLS_CERT_VALID." }, { "step": 5, "action": "resolve_incident(load balancer TLS certificate expired, rotate tls certificate)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "load_balancer_tls_cert_expired", "seed": 100001, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "check_status(load_balancer)", "reward": 0.06666666666666667, "summary": "load_balancer status is degraded." }, { "step": 2, "action": "inspect_logs(load_balancer)", "reward": 0.06666666666666667, "summary": "Inspected logs for load_balancer." }, { "step": 3, "action": "inspect_config(load_balancer, TLS_CERT_VALID)", "reward": 0.06666666666666668, "summary": "Inspected config for load_balancer." }, { "step": 4, "action": "update_config(load_balancer, TLS_CERT_VALID, True)", "reward": 0.25, "summary": "Updated load_balancer config TLS_CERT_VALID." }, { "step": 5, "action": "resolve_incident(load balancer TLS certificate expired, rotate tls certificate)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "load_balancer_tls_cert_expired", "seed": 100002, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "check_status(load_balancer)", "reward": 0.06666666666666667, "summary": "load_balancer status is degraded." }, { "step": 2, "action": "inspect_logs(load_balancer)", "reward": 0.06666666666666667, "summary": "Inspected logs for load_balancer." }, { "step": 3, "action": "inspect_config(load_balancer, TLS_CERT_VALID)", "reward": 0.06666666666666668, "summary": "Inspected config for load_balancer." }, { "step": 4, "action": "update_config(load_balancer, TLS_CERT_VALID, True)", "reward": 0.25, "summary": "Updated load_balancer config TLS_CERT_VALID." }, { "step": 5, "action": "resolve_incident(load balancer TLS certificate expired, rotate tls certificate)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "load_balancer_tls_cert_expired", "seed": 100003, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "check_status(load_balancer)", "reward": 0.06666666666666667, "summary": "load_balancer status is degraded." }, { "step": 2, "action": "inspect_logs(load_balancer)", "reward": 0.06666666666666667, "summary": "Inspected logs for load_balancer." }, { "step": 3, "action": "inspect_config(load_balancer, TLS_CERT_VALID)", "reward": 0.06666666666666668, "summary": "Inspected config for load_balancer." }, { "step": 4, "action": "update_config(load_balancer, TLS_CERT_VALID, True)", "reward": 0.25, "summary": "Updated load_balancer config TLS_CERT_VALID." }, { "step": 5, "action": "resolve_incident(load balancer TLS certificate expired, rotate tls certificate)", "reward": 0.4875, "summary": "Incident resolved." } ] }, { "task_id": "load_balancer_tls_cert_expired", "seed": 100004, "metrics": { "total_steps": 5, "invalid_actions": 0, "repeated_actions": 0, "evidence_actions": 3, "remediation_actions": 1, "correct_service_remediations": 1, "correct_remediations": 1, "wrong_remediations": 0, "distractor_failures": 0, "premature_resolutions": 0, "root_cause_identified": true, "fix_identified": true, "correct_remediation_applied": true, "success": true, "final_reward": 0.9375 }, "evidence_coverage": 1.0, "terminal_reason": "resolved", "final_reward": 0.9375, "root_cause_identified": true, "fix_identified": true, "correct_service_remediation": true, "correct_remediation": true, "trajectory": [ { "step": 1, "action": "check_status(load_balancer)", "reward": 0.06666666666666667, "summary": "load_balancer status is degraded." }, { "step": 2, "action": "inspect_logs(load_balancer)", "reward": 0.06666666666666667, "summary": "Inspected logs for load_balancer." }, { "step": 3, "action": "inspect_config(load_balancer, TLS_CERT_VALID)", "reward": 0.06666666666666668, "summary": "Inspected config for load_balancer." }, { "step": 4, "action": "update_config(load_balancer, TLS_CERT_VALID, True)", "reward": 0.25, "summary": "Updated load_balancer config TLS_CERT_VALID." }, { "step": 5, "action": "resolve_incident(load balancer TLS certificate expired, rotate tls certificate)", "reward": 0.4875, "summary": "Incident resolved." } ] } ], "task_ids": [ "cache_crash", "web_worker_crash", "database_disk_full", "cache_memory_pressure", "message_queue_crash", "load_balancer_health_check_misconfig", "message_queue_backlog_consumers_low", "web_server_memory_leak_restart", "database_maintenance_mode_left_on", "cache_auth_token_expired", "load_balancer_tls_cert_expired" ], "filtered_task_ids": null, "expected_task_episodes": 55, "completed_task_episodes": 55, "complete": true, "paused": false, "pause_file": "D:\\SRE-Zero\\notes\\runs\\managed\\blog-mistral-small-easy-agent-styles-2026-06-14\\pause.flag", "baseline": "scripted", "model": "deterministic/scripted", "run_kind": "deterministic", "command_hint": "python eval/run_eval.py --agent scripted --episodes 5 --output scripted_episodes5.json" }