Blog 8 JSON
random_episodes5.json
artifacts/json/outputs/random_episodes5.json / 88.4 KB
{
"agent": "random",
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{
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{
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{
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"summary": "Inspected metrics for cache."
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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}
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{
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{
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{
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{
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"summary": "Inspected logs for cache."
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{
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"action": "update_config(database, DB_POOL_SIZE, 10)",
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"summary": "Updated database config, but the incident persists."
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{
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"summary": "Resolution rejected."
}
]
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{
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{
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},
{
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"action": "resolve_incident(message queue backlog, no fix)",
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"summary": "Resolution rejected."
}
]
},
{
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{
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"action": "resolve_incident(cache crashed, update load balancer config)",
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"summary": "Resolution rejected."
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},
{
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"metrics": {
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"summary": "Inspected config for web_server."
},
{
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"action": "check_status(message_queue)",
"reward": 0,
"summary": "message_queue status is healthy."
},
{
"step": 3,
"action": "resolve_incident(message queue backlog, increase web timeout)",
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"summary": "Resolution rejected."
}
]
},
{
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"metrics": {
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"trajectory": [
{
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"action": "escalate(random baseline escalation)",
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"summary": "Incident escalated."
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},
{
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"metrics": {
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"trajectory": [
{
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"action": "resolve_incident(web timeout misconfiguration, no fix)",
"reward": -0.2,
"summary": "Resolution rejected."
}
]
},
{
"task_id": "database_disk_full",
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"metrics": {
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"trajectory": [
{
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"summary": "Updated cache config, but the incident persists."
},
{
"step": 2,
"action": "escalate(random baseline escalation)",
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"summary": "Incident escalated."
}
]
},
{
"task_id": "database_disk_full",
"seed": 20002,
"metrics": {
"total_steps": 2,
"invalid_actions": 0,
"repeated_actions": 0,
"evidence_actions": 0,
"remediation_actions": 1,
"correct_service_remediations": 0,
"correct_remediations": 0,
"wrong_remediations": 1,
"distractor_failures": 0,
"premature_resolutions": 0,
"root_cause_identified": false,
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"success": false,
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},
"evidence_coverage": 0,
"terminal_reason": "escalated",
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"root_cause_identified": false,
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"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "restart_service(load_balancer)",
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"summary": "Restarted load_balancer, but the incident persists."
},
{
"step": 2,
"action": "escalate(random baseline escalation)",
"reward": 0,
"summary": "Incident escalated."
}
]
},
{
"task_id": "database_disk_full",
"seed": 20003,
"metrics": {
"total_steps": 8,
"invalid_actions": 1,
"repeated_actions": 0,
"evidence_actions": 1,
"remediation_actions": 2,
"correct_service_remediations": 0,
"correct_remediations": 0,
"wrong_remediations": 2,
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"premature_resolutions": 1,
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},
"evidence_coverage": 0.5,
"terminal_reason": "premature_or_incorrect_resolution",
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"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "inspect_logs(web_server)",
"reward": 0,
"summary": "Inspected logs for web_server."
},
{
"step": 2,
"action": "inspect_config(web_server, TIMEOUT_MS)",
"reward": 0,
"summary": "Inspected config for web_server."
},
{
"step": 3,
"action": "inspect_config(web_server)",
"reward": 0,
"summary": "Inspected config for web_server."
},
{
"step": 4,
"action": "update_config(cache, TTL_SECONDS, 10)",
"reward": -0.15,
"summary": "Updated cache config, but the incident persists."
},
{
"step": 5,
"action": "restart_service(message_queue)",
"reward": -0.25,
"summary": "Restarted message_queue, but the incident persists."
},
{
"step": 6,
"action": "inspect_metrics(queue)",
"reward": -0.04999999999999999,
"summary": "Invalid action."
},
{
"step": 7,
"action": "inspect_metrics(database)",
"reward": 0.10000000000000003,
"summary": "Inspected metrics for database."
},
{
"step": 8,
"action": "resolve_incident(unknown root cause, restart cache)",
"reward": -0.20000000000000007,
"summary": "Resolution rejected."
}
]
},
{
"task_id": "database_disk_full",
"seed": 20004,
"metrics": {
"total_steps": 4,
"invalid_actions": 0,
"repeated_actions": 0,
"evidence_actions": 0,
"remediation_actions": 1,
"correct_service_remediations": 1,
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"distractor_failures": 0,
"premature_resolutions": 1,
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"success": false,
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},
"evidence_coverage": 0,
"terminal_reason": "premature_or_incorrect_resolution",
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"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": true,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "inspect_metrics(web_server)",
"reward": 0,
"summary": "Inspected metrics for web_server."
},
{
"step": 2,
"action": "restart_service(database)",
"reward": -0.15,
"summary": "Restarted database, but the incident persists."
},
{
"step": 3,
"action": "check_status(web_server)",
"reward": 0,
"summary": "web_server status is healthy."
},
{
"step": 4,
"action": "resolve_incident(load balancer misconfiguration, update load balancer config)",
"reward": -0.19999999999999998,
"summary": "Resolution rejected."
}
]
},
{
"task_id": "cache_memory_pressure",
"seed": 30000,
"metrics": {
"total_steps": 2,
"invalid_actions": 0,
"repeated_actions": 0,
"evidence_actions": 0,
"remediation_actions": 0,
"correct_service_remediations": 0,
"correct_remediations": 0,
"wrong_remediations": 0,
"distractor_failures": 0,
"premature_resolutions": 0,
"root_cause_identified": false,
"fix_identified": false,
"correct_remediation_applied": false,
"success": false,
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},
"evidence_coverage": 0,
"terminal_reason": "escalated",
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"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "inspect_config(web_server, UNKNOWN)",
"reward": 0,
"summary": "Inspected config for web_server."
},
{
"step": 2,
"action": "escalate(random baseline escalation)",
"reward": 0,
"summary": "Incident escalated."
}
]
},
{
"task_id": "cache_memory_pressure",
"seed": 30001,
"metrics": {
"total_steps": 8,
"invalid_actions": 0,
"repeated_actions": 1,
"evidence_actions": 1,
"remediation_actions": 3,
"correct_service_remediations": 2,
"correct_remediations": 0,
"wrong_remediations": 3,
"distractor_failures": 0,
"premature_resolutions": 0,
"root_cause_identified": false,
"fix_identified": false,
"correct_remediation_applied": false,
"success": false,
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},
"evidence_coverage": 0.5,
"terminal_reason": "step_budget_exhausted",
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"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": true,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "restart_service(cache)",
"reward": -0.15,
"summary": "Restarted cache, but the incident persists."
},
{
"step": 2,
"action": "check_status(message_queue)",
"reward": 0,
"summary": "message_queue status is healthy."
},
{
"step": 3,
"action": "restart_service(cache)",
"reward": -0.19999999999999998,
"summary": "Restarted cache, but the incident persists."
},
{
"step": 4,
"action": "inspect_config(load_balancer, TTL_SECONDS)",
"reward": 0,
"summary": "Inspected config for load_balancer."
},
{
"step": 5,
"action": "restart_service(load_balancer)",
"reward": -0.25,
"summary": "Restarted load_balancer, but the incident persists."
},
{
"step": 6,
"action": "inspect_metrics(cache)",
"reward": 0.09999999999999998,
"summary": "Inspected metrics for cache."
},
{
"step": 7,
"action": "inspect_logs(load_balancer)",
"reward": 0,
"summary": "Inspected logs for load_balancer."
},
{
"step": 8,
"action": "inspect_metrics(load_balancer)",
"reward": 0,
"summary": "Inspected metrics for load_balancer."
}
]
},
{
"task_id": "cache_memory_pressure",
"seed": 30002,
"metrics": {
"total_steps": 3,
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"evidence_actions": 0,
"remediation_actions": 1,
"correct_service_remediations": 0,
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},
"evidence_coverage": 0,
"terminal_reason": "premature_or_incorrect_resolution",
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"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "inspect_logs(load_balancer)",
"reward": 0,
"summary": "Inspected logs for load_balancer."
},
{
"step": 2,
"action": "restart_service(database)",
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"summary": "Restarted database, but the incident persists."
},
{
"step": 3,
"action": "resolve_incident(unknown root cause, increase database pool)",
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"summary": "Resolution rejected."
}
]
},
{
"task_id": "cache_memory_pressure",
"seed": 30003,
"metrics": {
"total_steps": 2,
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"success": false,
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},
"evidence_coverage": 0,
"terminal_reason": "escalated",
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"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "check_status(database)",
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"summary": "database status is healthy."
},
{
"step": 2,
"action": "escalate(random baseline escalation)",
"reward": 0,
"summary": "Incident escalated."
}
]
},
{
"task_id": "cache_memory_pressure",
"seed": 30004,
"metrics": {
"total_steps": 7,
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"remediation_actions": 2,
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"root_cause_identified": false,
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"success": false,
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},
"evidence_coverage": 0,
"terminal_reason": "escalated",
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"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": true,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "update_config(message_queue, CONSUMER_CONCURRENCY, 5000)",
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"summary": "Updated message_queue config, but the incident persists."
},
{
"step": 2,
"action": "inspect_config(database, DB_POOL_SIZE)",
"reward": 0,
"summary": "Inspected config for database."
},
{
"step": 3,
"action": "update_config(cache, TTL_SECONDS, 100)",
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"summary": "Updated cache config, but the incident persists."
},
{
"step": 4,
"action": "inspect_logs(cache)",
"reward": 0,
"summary": "Inspected logs for cache."
},
{
"step": 5,
"action": "inspect_logs(cache)",
"reward": -0.04999999999999999,
"summary": "Inspected logs for cache."
},
{
"step": 6,
"action": "inspect_logs(queue)",
"reward": -0.050000000000000044,
"summary": "Invalid action."
},
{
"step": 7,
"action": "escalate(random baseline escalation)",
"reward": 0,
"summary": "Incident escalated."
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]
},
{
"task_id": "message_queue_crash",
"seed": 40000,
"metrics": {
"total_steps": 1,
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"remediation_actions": 0,
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},
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"terminal_reason": "premature_or_incorrect_resolution",
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"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "resolve_incident(database pool exhaustion, increase web timeout)",
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"summary": "Resolution rejected."
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]
},
{
"task_id": "message_queue_crash",
"seed": 40001,
"metrics": {
"total_steps": 3,
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"remediation_actions": 0,
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},
"evidence_coverage": 0,
"terminal_reason": "premature_or_incorrect_resolution",
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"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "inspect_config(database, CONSUMER_CONCURRENCY)",
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"summary": "Inspected config for database."
},
{
"step": 2,
"action": "check_status(load_balancer)",
"reward": 0,
"summary": "load_balancer status is healthy."
},
{
"step": 3,
"action": "resolve_incident(unknown root cause, update load balancer config)",
"reward": -0.2,
"summary": "Resolution rejected."
}
]
},
{
"task_id": "message_queue_crash",
"seed": 40002,
"metrics": {
"total_steps": 3,
"invalid_actions": 1,
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"remediation_actions": 1,
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"wrong_remediations": 1,
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"success": false,
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},
"evidence_coverage": 0,
"terminal_reason": "premature_or_incorrect_resolution",
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"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "restart_service(queue)",
"reward": -0.05,
"summary": "Invalid action."
},
{
"step": 2,
"action": "update_config(load_balancer, MAX_CONNECTIONS, 5000)",
"reward": -0.15000000000000002,
"summary": "Updated load_balancer config, but the incident persists."
},
{
"step": 3,
"action": "resolve_incident(unknown root cause, update load balancer config)",
"reward": -0.2,
"summary": "Resolution rejected."
}
]
},
{
"task_id": "message_queue_crash",
"seed": 40003,
"metrics": {
"total_steps": 2,
"invalid_actions": 0,
"repeated_actions": 0,
"evidence_actions": 0,
"remediation_actions": 1,
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"correct_remediations": 0,
"wrong_remediations": 1,
"distractor_failures": 0,
"premature_resolutions": 1,
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"success": false,
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},
"evidence_coverage": 0,
"terminal_reason": "premature_or_incorrect_resolution",
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"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "restart_service(load_balancer)",
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"summary": "Restarted load_balancer, but the incident persists."
},
{
"step": 2,
"action": "resolve_incident(cache crashed, increase web timeout)",
"reward": -0.2,
"summary": "Resolution rejected."
}
]
},
{
"task_id": "message_queue_crash",
"seed": 40004,
"metrics": {
"total_steps": 1,
"invalid_actions": 0,
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"success": false,
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},
"evidence_coverage": 0,
"terminal_reason": "premature_or_incorrect_resolution",
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"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "resolve_incident(web timeout misconfiguration, increase queue consumers)",
"reward": -0.2,
"summary": "Resolution rejected."
}
]
},
{
"task_id": "load_balancer_health_check_misconfig",
"seed": 50000,
"metrics": {
"total_steps": 1,
"invalid_actions": 0,
"repeated_actions": 0,
"evidence_actions": 0,
"remediation_actions": 0,
"correct_service_remediations": 0,
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"wrong_remediations": 0,
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"root_cause_identified": false,
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"success": false,
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},
"evidence_coverage": 0,
"terminal_reason": "escalated",
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"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "escalate(random baseline escalation)",
"reward": 0,
"summary": "Incident escalated."
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]
},
{
"task_id": "load_balancer_health_check_misconfig",
"seed": 50001,
"metrics": {
"total_steps": 1,
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"remediation_actions": 0,
"correct_service_remediations": 0,
"correct_remediations": 0,
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"root_cause_identified": false,
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"success": false,
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},
"evidence_coverage": 0,
"terminal_reason": "escalated",
"final_reward": 0,
"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "escalate(random baseline escalation)",
"reward": 0,
"summary": "Incident escalated."
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]
},
{
"task_id": "load_balancer_health_check_misconfig",
"seed": 50002,
"metrics": {
"total_steps": 3,
"invalid_actions": 0,
"repeated_actions": 0,
"evidence_actions": 0,
"remediation_actions": 1,
"correct_service_remediations": 0,
"correct_remediations": 0,
"wrong_remediations": 1,
"distractor_failures": 0,
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"root_cause_identified": false,
"fix_identified": false,
"correct_remediation_applied": false,
"success": false,
"final_reward": 0
},
"evidence_coverage": 0,
"terminal_reason": "escalated",
"final_reward": 0,
"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "inspect_logs(database)",
"reward": 0,
"summary": "Inspected logs for database."
},
{
"step": 2,
"action": "restart_service(message_queue)",
"reward": -0.25,
"summary": "Restarted message_queue, but the incident persists."
},
{
"step": 3,
"action": "escalate(random baseline escalation)",
"reward": 0,
"summary": "Incident escalated."
}
]
},
{
"task_id": "load_balancer_health_check_misconfig",
"seed": 50003,
"metrics": {
"total_steps": 1,
"invalid_actions": 0,
"repeated_actions": 0,
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"remediation_actions": 0,
"correct_service_remediations": 0,
"correct_remediations": 0,
"wrong_remediations": 0,
"distractor_failures": 0,
"premature_resolutions": 1,
"root_cause_identified": false,
"fix_identified": false,
"correct_remediation_applied": false,
"success": false,
"final_reward": 0
},
"evidence_coverage": 0,
"terminal_reason": "premature_or_incorrect_resolution",
"final_reward": 0,
"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "resolve_incident(web timeout misconfiguration, no fix)",
"reward": -0.2,
"summary": "Resolution rejected."
}
]
},
{
"task_id": "load_balancer_health_check_misconfig",
"seed": 50004,
"metrics": {
"total_steps": 5,
"invalid_actions": 1,
"repeated_actions": 0,
"evidence_actions": 0,
"remediation_actions": 1,
"correct_service_remediations": 1,
"correct_remediations": 0,
"wrong_remediations": 1,
"distractor_failures": 0,
"premature_resolutions": 1,
"root_cause_identified": false,
"fix_identified": false,
"correct_remediation_applied": false,
"success": false,
"final_reward": 0
},
"evidence_coverage": 0,
"terminal_reason": "premature_or_incorrect_resolution",
"final_reward": 0,
"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": true,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "check_status(load_balancer)",
"reward": 0,
"summary": "load_balancer status is degraded."
},
{
"step": 2,
"action": "check_status(queue)",
"reward": -0.05,
"summary": "Invalid action."
},
{
"step": 3,
"action": "inspect_metrics(message_queue)",
"reward": 0,
"summary": "Inspected metrics for message_queue."
},
{
"step": 4,
"action": "update_config(load_balancer, MAX_CONNECTIONS, 5000)",
"reward": -0.15000000000000002,
"summary": "Updated load_balancer config, but the incident persists."
},
{
"step": 5,
"action": "resolve_incident(web timeout misconfiguration, restart cache)",
"reward": -0.2,
"summary": "Resolution rejected."
}
]
},
{
"task_id": "message_queue_backlog_consumers_low",
"seed": 60000,
"metrics": {
"total_steps": 1,
"invalid_actions": 0,
"repeated_actions": 0,
"evidence_actions": 0,
"remediation_actions": 0,
"correct_service_remediations": 0,
"correct_remediations": 0,
"wrong_remediations": 0,
"distractor_failures": 0,
"premature_resolutions": 1,
"root_cause_identified": false,
"fix_identified": false,
"correct_remediation_applied": false,
"success": false,
"final_reward": 0
},
"evidence_coverage": 0,
"terminal_reason": "premature_or_incorrect_resolution",
"final_reward": 0,
"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "resolve_incident(load balancer misconfiguration, no fix)",
"reward": -0.2,
"summary": "Resolution rejected."
}
]
},
{
"task_id": "message_queue_backlog_consumers_low",
"seed": 60001,
"metrics": {
"total_steps": 4,
"invalid_actions": 0,
"repeated_actions": 0,
"evidence_actions": 0,
"remediation_actions": 1,
"correct_service_remediations": 1,
"correct_remediations": 1,
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"premature_resolutions": 1,
"root_cause_identified": false,
"fix_identified": false,
"correct_remediation_applied": true,
"success": false,
"final_reward": 0.04999999999999999
},
"evidence_coverage": 0,
"terminal_reason": "premature_or_incorrect_resolution",
"final_reward": 0.04999999999999999,
"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": true,
"correct_remediation": true,
"trajectory": [
{
"step": 1,
"action": "check_status(cache)",
"reward": 0,
"summary": "cache status is healthy."
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{
"step": 2,
"action": "update_config(message_queue, CONSUMER_CONCURRENCY, 5000)",
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"summary": "Updated message_queue config CONSUMER_CONCURRENCY."
},
{
"step": 3,
"action": "check_status(message_queue)",
"reward": 0,
"summary": "message_queue status is healthy."
},
{
"step": 4,
"action": "resolve_incident(load balancer misconfiguration, increase web timeout)",
"reward": -0.2,
"summary": "Resolution rejected."
}
]
},
{
"task_id": "message_queue_backlog_consumers_low",
"seed": 60002,
"metrics": {
"total_steps": 1,
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"success": false,
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},
"evidence_coverage": 0,
"terminal_reason": "escalated",
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"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "escalate(random baseline escalation)",
"reward": 0,
"summary": "Incident escalated."
}
]
},
{
"task_id": "message_queue_backlog_consumers_low",
"seed": 60003,
"metrics": {
"total_steps": 7,
"invalid_actions": 0,
"repeated_actions": 0,
"evidence_actions": 0,
"remediation_actions": 2,
"correct_service_remediations": 1,
"correct_remediations": 1,
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"premature_resolutions": 1,
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"fix_identified": false,
"correct_remediation_applied": true,
"success": false,
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},
"evidence_coverage": 0,
"terminal_reason": "premature_or_incorrect_resolution",
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"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": true,
"correct_remediation": true,
"trajectory": [
{
"step": 1,
"action": "restart_service(load_balancer)",
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"summary": "Restarted load_balancer, but the incident persists."
},
{
"step": 2,
"action": "check_status(load_balancer)",
"reward": 0,
"summary": "load_balancer status is healthy."
},
{
"step": 3,
"action": "inspect_logs(message_queue)",
"reward": 0,
"summary": "Inspected logs for message_queue."
},
{
"step": 4,
"action": "inspect_config(database, TTL_SECONDS)",
"reward": 0,
"summary": "Inspected config for database."
},
{
"step": 5,
"action": "update_config(message_queue, CONSUMER_CONCURRENCY, 300)",
"reward": 0.25,
"summary": "Updated message_queue config CONSUMER_CONCURRENCY."
},
{
"step": 6,
"action": "inspect_logs(cache)",
"reward": 0,
"summary": "Inspected logs for cache."
},
{
"step": 7,
"action": "resolve_incident(load balancer misconfiguration, update load balancer config)",
"reward": -0.2,
"summary": "Resolution rejected."
}
]
},
{
"task_id": "message_queue_backlog_consumers_low",
"seed": 60004,
"metrics": {
"total_steps": 2,
"invalid_actions": 0,
"repeated_actions": 0,
"evidence_actions": 0,
"remediation_actions": 0,
"correct_service_remediations": 0,
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"success": false,
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},
"evidence_coverage": 0,
"terminal_reason": "escalated",
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"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "inspect_logs(web_server)",
"reward": 0,
"summary": "Inspected logs for web_server."
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{
"step": 2,
"action": "escalate(random baseline escalation)",
"reward": 0,
"summary": "Incident escalated."
}
]
},
{
"task_id": "web_server_memory_leak_restart",
"seed": 70000,
"metrics": {
"total_steps": 2,
"invalid_actions": 0,
"repeated_actions": 0,
"evidence_actions": 0,
"remediation_actions": 1,
"correct_service_remediations": 1,
"correct_remediations": 0,
"wrong_remediations": 1,
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},
"evidence_coverage": 0,
"terminal_reason": "premature_or_incorrect_resolution",
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"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": true,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "update_config(web_server, TIMEOUT_MS, 5000)",
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"summary": "Updated web_server config, but the incident persists."
},
{
"step": 2,
"action": "resolve_incident(unknown root cause, restart cache)",
"reward": -0.19999999999999998,
"summary": "Resolution rejected."
}
]
},
{
"task_id": "web_server_memory_leak_restart",
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"metrics": {
"total_steps": 7,
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"correct_remediations": 0,
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"success": false,
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},
"evidence_coverage": 0,
"terminal_reason": "escalated",
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"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "inspect_config(cache, TIMEOUT_MS)",
"reward": 0,
"summary": "Inspected config for cache."
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{
"step": 2,
"action": "inspect_config(cache, CONSUMER_CONCURRENCY)",
"reward": 0,
"summary": "Inspected config for cache."
},
{
"step": 3,
"action": "inspect_config(database, TIMEOUT_MS)",
"reward": 0,
"summary": "Inspected config for database."
},
{
"step": 4,
"action": "inspect_logs(cache)",
"reward": 0,
"summary": "Inspected logs for cache."
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{
"step": 5,
"action": "inspect_metrics(queue)",
"reward": -0.05,
"summary": "Invalid action."
},
{
"step": 6,
"action": "inspect_metrics(cache)",
"reward": 0,
"summary": "Inspected metrics for cache."
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{
"step": 7,
"action": "escalate(random baseline escalation)",
"reward": 0,
"summary": "Incident escalated."
}
]
},
{
"task_id": "web_server_memory_leak_restart",
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"metrics": {
"total_steps": 2,
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"remediation_actions": 1,
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},
"evidence_coverage": 0,
"terminal_reason": "premature_or_incorrect_resolution",
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"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": true,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "update_config(web_server, TIMEOUT_MS, 100)",
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"summary": "Updated web_server config, but the incident persists."
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{
"step": 2,
"action": "resolve_incident(database pool exhaustion, increase queue consumers)",
"reward": -0.19999999999999998,
"summary": "Resolution rejected."
}
]
},
{
"task_id": "web_server_memory_leak_restart",
"seed": 70003,
"metrics": {
"total_steps": 8,
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"remediation_actions": 0,
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"evidence_coverage": 0.3333333333333333,
"terminal_reason": "step_budget_exhausted",
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"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "inspect_metrics(web_server)",
"reward": 0.06666666666666667,
"summary": "Inspected metrics for web_server."
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{
"step": 2,
"action": "inspect_metrics(database)",
"reward": 0,
"summary": "Inspected metrics for database."
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{
"step": 3,
"action": "inspect_logs(message_queue)",
"reward": 0,
"summary": "Inspected logs for message_queue."
},
{
"step": 4,
"action": "inspect_metrics(web_server)",
"reward": -0.05,
"summary": "Inspected metrics for web_server."
},
{
"step": 5,
"action": "inspect_config(queue, MAX_CONNECTIONS)",
"reward": -0.05,
"summary": "Invalid action."
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{
"step": 6,
"action": "inspect_logs(load_balancer)",
"reward": 0,
"summary": "Inspected logs for load_balancer."
},
{
"step": 7,
"action": "inspect_config(message_queue)",
"reward": 0,
"summary": "Inspected config for message_queue."
},
{
"step": 8,
"action": "inspect_metrics(web_server)",
"reward": -0.05000000000000002,
"summary": "Inspected metrics for web_server."
}
]
},
{
"task_id": "web_server_memory_leak_restart",
"seed": 70004,
"metrics": {
"total_steps": 1,
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"remediation_actions": 0,
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},
"evidence_coverage": 0,
"terminal_reason": "escalated",
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"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "escalate(random baseline escalation)",
"reward": 0,
"summary": "Incident escalated."
}
]
},
{
"task_id": "database_maintenance_mode_left_on",
"seed": 80000,
"metrics": {
"total_steps": 2,
"invalid_actions": 0,
"repeated_actions": 0,
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"remediation_actions": 0,
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"correct_remediations": 0,
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"root_cause_identified": false,
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"success": false,
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},
"evidence_coverage": 0,
"terminal_reason": "escalated",
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"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "inspect_config(web_server, CONSUMER_CONCURRENCY)",
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"summary": "Inspected config for web_server."
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{
"step": 2,
"action": "escalate(random baseline escalation)",
"reward": 0,
"summary": "Incident escalated."
}
]
},
{
"task_id": "database_maintenance_mode_left_on",
"seed": 80001,
"metrics": {
"total_steps": 5,
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"remediation_actions": 1,
"correct_service_remediations": 1,
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"correct_remediation_applied": false,
"success": false,
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},
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"terminal_reason": "premature_or_incorrect_resolution",
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"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": true,
"correct_remediation": false,
"trajectory": [
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"step": 1,
"action": "check_status(web_server)",
"reward": 0,
"summary": "web_server status is healthy."
},
{
"step": 2,
"action": "restart_service(database)",
"reward": -0.15,
"summary": "Restarted database, but the incident persists."
},
{
"step": 3,
"action": "inspect_metrics(web_server)",
"reward": 0,
"summary": "Inspected metrics for web_server."
},
{
"step": 4,
"action": "inspect_logs(load_balancer)",
"reward": 0,
"summary": "Inspected logs for load_balancer."
},
{
"step": 5,
"action": "resolve_incident(web timeout misconfiguration, restart cache)",
"reward": -0.19999999999999998,
"summary": "Resolution rejected."
}
]
},
{
"task_id": "database_maintenance_mode_left_on",
"seed": 80002,
"metrics": {
"total_steps": 2,
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"premature_resolutions": 1,
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"success": false,
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"evidence_coverage": 0,
"terminal_reason": "premature_or_incorrect_resolution",
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"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "inspect_config(load_balancer)",
"reward": 0,
"summary": "Inspected config for load_balancer."
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{
"step": 2,
"action": "resolve_incident(cache crashed, increase web timeout)",
"reward": -0.2,
"summary": "Resolution rejected."
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]
},
{
"task_id": "database_maintenance_mode_left_on",
"seed": 80003,
"metrics": {
"total_steps": 5,
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"remediation_actions": 2,
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"root_cause_identified": false,
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"success": false,
"final_reward": 0
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"evidence_coverage": 0,
"terminal_reason": "escalated",
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"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": true,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "inspect_metrics(web_server)",
"reward": 0,
"summary": "Inspected metrics for web_server."
},
{
"step": 2,
"action": "update_config(database, DB_POOL_SIZE, 5000)",
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"summary": "Updated database config, but the incident persists."
},
{
"step": 3,
"action": "inspect_config(queue, TTL_SECONDS)",
"reward": -0.05000000000000002,
"summary": "Invalid action."
},
{
"step": 4,
"action": "update_config(database, DB_POOL_SIZE, 10)",
"reward": -0.14999999999999997,
"summary": "Updated database config, but the incident persists."
},
{
"step": 5,
"action": "escalate(random baseline escalation)",
"reward": 0,
"summary": "Incident escalated."
}
]
},
{
"task_id": "database_maintenance_mode_left_on",
"seed": 80004,
"metrics": {
"total_steps": 1,
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"evidence_actions": 0,
"remediation_actions": 0,
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"correct_remediations": 0,
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"root_cause_identified": false,
"fix_identified": false,
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"success": false,
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},
"evidence_coverage": 0,
"terminal_reason": "premature_or_incorrect_resolution",
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"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "resolve_incident(web timeout misconfiguration, update load balancer config)",
"reward": -0.2,
"summary": "Resolution rejected."
}
]
},
{
"task_id": "cache_auth_token_expired",
"seed": 90000,
"metrics": {
"total_steps": 4,
"invalid_actions": 0,
"repeated_actions": 0,
"evidence_actions": 0,
"remediation_actions": 2,
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"wrong_remediations": 2,
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"root_cause_identified": false,
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"success": false,
"final_reward": 0
},
"evidence_coverage": 0,
"terminal_reason": "escalated",
"final_reward": 0,
"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "restart_service(load_balancer)",
"reward": -0.25,
"summary": "Restarted load_balancer, but the incident persists."
},
{
"step": 2,
"action": "inspect_config(web_server, TTL_SECONDS)",
"reward": 0,
"summary": "Inspected config for web_server."
},
{
"step": 3,
"action": "update_config(web_server, TIMEOUT_MS, 300)",
"reward": -0.15000000000000002,
"summary": "Updated web_server config, but the incident persists."
},
{
"step": 4,
"action": "escalate(random baseline escalation)",
"reward": 0,
"summary": "Incident escalated."
}
]
},
{
"task_id": "cache_auth_token_expired",
"seed": 90001,
"metrics": {
"total_steps": 1,
"invalid_actions": 0,
"repeated_actions": 0,
"evidence_actions": 0,
"remediation_actions": 0,
"correct_service_remediations": 0,
"correct_remediations": 0,
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"root_cause_identified": false,
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"success": false,
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},
"evidence_coverage": 0,
"terminal_reason": "premature_or_incorrect_resolution",
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"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "resolve_incident(unknown root cause, no fix)",
"reward": -0.2,
"summary": "Resolution rejected."
}
]
},
{
"task_id": "cache_auth_token_expired",
"seed": 90002,
"metrics": {
"total_steps": 3,
"invalid_actions": 1,
"repeated_actions": 0,
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"remediation_actions": 1,
"correct_service_remediations": 0,
"correct_remediations": 0,
"wrong_remediations": 1,
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"premature_resolutions": 1,
"root_cause_identified": false,
"fix_identified": false,
"correct_remediation_applied": false,
"success": false,
"final_reward": 0
},
"evidence_coverage": 0,
"terminal_reason": "premature_or_incorrect_resolution",
"final_reward": 0,
"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "update_config(message_queue, CONSUMER_CONCURRENCY, 100)",
"reward": -0.15,
"summary": "Updated message_queue config, but the incident persists."
},
{
"step": 2,
"action": "inspect_metrics(queue)",
"reward": -0.05000000000000002,
"summary": "Invalid action."
},
{
"step": 3,
"action": "resolve_incident(load balancer misconfiguration, increase database pool)",
"reward": -0.2,
"summary": "Resolution rejected."
}
]
},
{
"task_id": "cache_auth_token_expired",
"seed": 90003,
"metrics": {
"total_steps": 1,
"invalid_actions": 0,
"repeated_actions": 0,
"evidence_actions": 0,
"remediation_actions": 0,
"correct_service_remediations": 0,
"correct_remediations": 0,
"wrong_remediations": 0,
"distractor_failures": 0,
"premature_resolutions": 1,
"root_cause_identified": false,
"fix_identified": false,
"correct_remediation_applied": false,
"success": false,
"final_reward": 0
},
"evidence_coverage": 0,
"terminal_reason": "premature_or_incorrect_resolution",
"final_reward": 0,
"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "resolve_incident(database pool exhaustion, increase queue consumers)",
"reward": -0.2,
"summary": "Resolution rejected."
}
]
},
{
"task_id": "cache_auth_token_expired",
"seed": 90004,
"metrics": {
"total_steps": 2,
"invalid_actions": 1,
"repeated_actions": 0,
"evidence_actions": 0,
"remediation_actions": 0,
"correct_service_remediations": 0,
"correct_remediations": 0,
"wrong_remediations": 0,
"distractor_failures": 0,
"premature_resolutions": 1,
"root_cause_identified": false,
"fix_identified": false,
"correct_remediation_applied": false,
"success": false,
"final_reward": 0
},
"evidence_coverage": 0,
"terminal_reason": "premature_or_incorrect_resolution",
"final_reward": 0,
"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "inspect_config(queue, TTL_SECONDS)",
"reward": -0.05,
"summary": "Invalid action."
},
{
"step": 2,
"action": "resolve_incident(message queue backlog, increase database pool)",
"reward": -0.2,
"summary": "Resolution rejected."
}
]
},
{
"task_id": "load_balancer_tls_cert_expired",
"seed": 100000,
"metrics": {
"total_steps": 3,
"invalid_actions": 1,
"repeated_actions": 0,
"evidence_actions": 0,
"remediation_actions": 0,
"correct_service_remediations": 0,
"correct_remediations": 0,
"wrong_remediations": 0,
"distractor_failures": 0,
"premature_resolutions": 1,
"root_cause_identified": false,
"fix_identified": false,
"correct_remediation_applied": false,
"success": false,
"final_reward": 0
},
"evidence_coverage": 0,
"terminal_reason": "premature_or_incorrect_resolution",
"final_reward": 0,
"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "inspect_metrics(message_queue)",
"reward": 0,
"summary": "Inspected metrics for message_queue."
},
{
"step": 2,
"action": "inspect_logs(queue)",
"reward": -0.05,
"summary": "Invalid action."
},
{
"step": 3,
"action": "resolve_incident(unknown root cause, update load balancer config)",
"reward": -0.2,
"summary": "Resolution rejected."
}
]
},
{
"task_id": "load_balancer_tls_cert_expired",
"seed": 100001,
"metrics": {
"total_steps": 2,
"invalid_actions": 0,
"repeated_actions": 0,
"evidence_actions": 0,
"remediation_actions": 1,
"correct_service_remediations": 0,
"correct_remediations": 0,
"wrong_remediations": 1,
"distractor_failures": 0,
"premature_resolutions": 0,
"root_cause_identified": false,
"fix_identified": false,
"correct_remediation_applied": false,
"success": false,
"final_reward": 0
},
"evidence_coverage": 0,
"terminal_reason": "escalated",
"final_reward": 0,
"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "restart_service(database)",
"reward": -0.25,
"summary": "Restarted database, but the incident persists."
},
{
"step": 2,
"action": "escalate(random baseline escalation)",
"reward": 0,
"summary": "Incident escalated."
}
]
},
{
"task_id": "load_balancer_tls_cert_expired",
"seed": 100002,
"metrics": {
"total_steps": 1,
"invalid_actions": 0,
"repeated_actions": 0,
"evidence_actions": 0,
"remediation_actions": 0,
"correct_service_remediations": 0,
"correct_remediations": 0,
"wrong_remediations": 0,
"distractor_failures": 0,
"premature_resolutions": 1,
"root_cause_identified": false,
"fix_identified": false,
"correct_remediation_applied": false,
"success": false,
"final_reward": 0
},
"evidence_coverage": 0,
"terminal_reason": "premature_or_incorrect_resolution",
"final_reward": 0,
"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "resolve_incident(cache crashed, no fix)",
"reward": -0.2,
"summary": "Resolution rejected."
}
]
},
{
"task_id": "load_balancer_tls_cert_expired",
"seed": 100003,
"metrics": {
"total_steps": 8,
"invalid_actions": 2,
"repeated_actions": 0,
"evidence_actions": 1,
"remediation_actions": 0,
"correct_service_remediations": 0,
"correct_remediations": 0,
"wrong_remediations": 0,
"distractor_failures": 0,
"premature_resolutions": 0,
"root_cause_identified": false,
"fix_identified": false,
"correct_remediation_applied": false,
"success": false,
"final_reward": 0
},
"evidence_coverage": 0.3333333333333333,
"terminal_reason": "step_budget_exhausted",
"final_reward": 0,
"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": false,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "update_config(queue, UNKNOWN, 100)",
"reward": -0.05,
"summary": "Invalid action."
},
{
"step": 2,
"action": "inspect_logs(web_server)",
"reward": 0,
"summary": "Inspected logs for web_server."
},
{
"step": 3,
"action": "inspect_logs(load_balancer)",
"reward": 0.06666666666666667,
"summary": "Inspected logs for load_balancer."
},
{
"step": 4,
"action": "check_status(web_server)",
"reward": 0,
"summary": "web_server status is healthy."
},
{
"step": 5,
"action": "check_status(queue)",
"reward": -0.05,
"summary": "Invalid action."
},
{
"step": 6,
"action": "inspect_config(cache, CONSUMER_CONCURRENCY)",
"reward": 0,
"summary": "Inspected config for cache."
},
{
"step": 7,
"action": "inspect_metrics(load_balancer)",
"reward": 0,
"summary": "Inspected metrics for load_balancer."
},
{
"step": 8,
"action": "inspect_metrics(cache)",
"reward": 0,
"summary": "Inspected metrics for cache."
}
]
},
{
"task_id": "load_balancer_tls_cert_expired",
"seed": 100004,
"metrics": {
"total_steps": 6,
"invalid_actions": 0,
"repeated_actions": 1,
"evidence_actions": 0,
"remediation_actions": 1,
"correct_service_remediations": 1,
"correct_remediations": 0,
"wrong_remediations": 1,
"distractor_failures": 0,
"premature_resolutions": 1,
"root_cause_identified": false,
"fix_identified": false,
"correct_remediation_applied": false,
"success": false,
"final_reward": 0
},
"evidence_coverage": 0,
"terminal_reason": "premature_or_incorrect_resolution",
"final_reward": 0,
"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": true,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "inspect_logs(cache)",
"reward": 0,
"summary": "Inspected logs for cache."
},
{
"step": 2,
"action": "inspect_logs(cache)",
"reward": -0.05,
"summary": "Inspected logs for cache."
},
{
"step": 3,
"action": "check_status(database)",
"reward": 0,
"summary": "database status is healthy."
},
{
"step": 4,
"action": "inspect_metrics(load_balancer)",
"reward": 0,
"summary": "Inspected metrics for load_balancer."
},
{
"step": 5,
"action": "restart_service(load_balancer)",
"reward": -0.15000000000000002,
"summary": "Restarted load_balancer, but the incident persists."
},
{
"step": 6,
"action": "resolve_incident(unknown root cause, no fix)",
"reward": -0.2,
"summary": "Resolution rejected."
}
]
}
],
"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": "random",
"model": "deterministic/random",
"run_kind": "deterministic",
"command_hint": "python eval/run_eval.py --agent random --episodes 5 --output random_episodes5.json"
}