Blog 3 JSON
random_episodes1.json
expanded_deterministic_smoke/random_episodes1.json / 32.5 KB
{
"agent": "random",
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{
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"summary": "Resolution rejected."
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{
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"summary": "Inspected metrics for cache."
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"summary": "Inspected logs for cache."
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{
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"action": "update_config(database, DB_POOL_SIZE, 5000)",
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"action": "resolve_incident(unknown root cause, update load balancer config)",
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{
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"summary": "Incident escalated."
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{
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{
"step": 2,
"action": "inspect_logs(queue)",
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"summary": "Invalid action."
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{
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"action": "escalate(random baseline escalation)",
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"summary": "Incident escalated."
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{
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"step": 1,
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"summary": "Inspected logs for database."
},
{
"step": 2,
"action": "restart_service(web_server)",
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"summary": "Restarted web_server, but the incident persists."
},
{
"step": 3,
"action": "check_status(load_balancer)",
"reward": 0,
"summary": "load_balancer status is healthy."
},
{
"step": 4,
"action": "escalate(random baseline escalation)",
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"summary": "Incident escalated."
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]
},
{
"task_id": "message_queue_visibility_timeout_low",
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"action": "inspect_config(database)",
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"summary": "Inspected config for database."
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{
"step": 2,
"action": "check_status(load_balancer)",
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"summary": "load_balancer status is healthy."
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{
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"summary": "Incident escalated."
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},
{
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{
"step": 1,
"action": "inspect_metrics(load_balancer)",
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"summary": "Inspected metrics for load_balancer."
},
{
"step": 2,
"action": "update_config(database, DB_POOL_SIZE, 300)",
"reward": -0.15,
"summary": "Updated database config, but the incident persists."
},
{
"step": 3,
"action": "update_config(queue, UNKNOWN, 10)",
"reward": -0.05000000000000002,
"summary": "Invalid action."
},
{
"step": 4,
"action": "inspect_config(web_server, UNKNOWN)",
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"summary": "Inspected config for web_server."
},
{
"step": 5,
"action": "escalate(random baseline escalation)",
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"summary": "Incident escalated."
}
]
},
{
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"evidence_coverage": 0,
"trajectory": [
{
"step": 1,
"action": "check_status(web_server)",
"reward": 0,
"summary": "web_server status is healthy."
},
{
"step": 2,
"action": "resolve_incident(load balancer misconfiguration, increase queue consumers)",
"reward": -0.2,
"summary": "Resolution rejected."
}
]
},
{
"task_id": "web_cache_host_misconfig",
"metrics": {
"total_steps": 1,
"invalid_actions": 0,
"repeated_actions": 0,
"evidence_actions": 0,
"remediation_actions": 0,
"wrong_remediations": 0,
"distractor_failures": 0,
"premature_resolutions": 0,
"success": false,
"final_reward": 0
},
"evidence_coverage": 0,
"trajectory": [
{
"step": 1,
"action": "escalate(random baseline escalation)",
"reward": 0,
"summary": "Incident escalated."
}
]
},
{
"task_id": "cascading_db_latency",
"metrics": {
"total_steps": 7,
"invalid_actions": 0,
"repeated_actions": 0,
"evidence_actions": 0,
"remediation_actions": 3,
"wrong_remediations": 3,
"distractor_failures": 0,
"premature_resolutions": 0,
"success": false,
"final_reward": 0
},
"evidence_coverage": 0,
"trajectory": [
{
"step": 1,
"action": "check_status(web_server)",
"reward": 0,
"summary": "web_server status is healthy."
},
{
"step": 2,
"action": "update_config(web_server, TIMEOUT_MS, 5000)",
"reward": -0.15,
"summary": "Updated web_server config, but the incident persists."
},
{
"step": 3,
"action": "restart_service(database)",
"reward": -0.15,
"summary": "Restarted database, but the incident persists."
},
{
"step": 4,
"action": "check_status(database)",
"reward": 0,
"summary": "database status is healthy."
},
{
"step": 5,
"action": "inspect_metrics(cache)",
"reward": 0,
"summary": "Inspected metrics for cache."
},
{
"step": 6,
"action": "update_config(database, DB_POOL_SIZE, 10)",
"reward": -0.14999999999999997,
"summary": "Updated database config, but the incident persists."
},
{
"step": 7,
"action": "escalate(random baseline escalation)",
"reward": 0,
"summary": "Incident escalated."
}
]
},
{
"task_id": "cache_disabled_config_regression",
"metrics": {
"total_steps": 2,
"invalid_actions": 0,
"repeated_actions": 0,
"evidence_actions": 0,
"remediation_actions": 0,
"wrong_remediations": 0,
"distractor_failures": 0,
"premature_resolutions": 0,
"success": false,
"final_reward": 0
},
"evidence_coverage": 0,
"trajectory": [
{
"step": 1,
"action": "inspect_metrics(message_queue)",
"reward": 0,
"summary": "Inspected metrics for message_queue."
},
{
"step": 2,
"action": "escalate(random baseline escalation)",
"reward": 0,
"summary": "Incident escalated."
}
]
},
{
"task_id": "misleading_queue_backlog_db_rootcause",
"metrics": {
"total_steps": 6,
"invalid_actions": 1,
"repeated_actions": 0,
"evidence_actions": 1,
"remediation_actions": 1,
"wrong_remediations": 1,
"distractor_failures": 0,
"premature_resolutions": 1,
"success": false,
"final_reward": 0
},
"evidence_coverage": 0.3333333333333333,
"trajectory": [
{
"step": 1,
"action": "restart_service(cache)",
"reward": -0.25,
"summary": "Restarted cache, but the incident persists."
},
{
"step": 2,
"action": "inspect_metrics(database)",
"reward": 0.06666666666666665,
"summary": "Inspected metrics for database."
},
{
"step": 3,
"action": "inspect_logs(web_server)",
"reward": 0,
"summary": "Inspected logs for web_server."
},
{
"step": 4,
"action": "update_config(queue, UNKNOWN, 300)",
"reward": -0.04999999999999999,
"summary": "Invalid action."
},
{
"step": 5,
"action": "check_status(load_balancer)",
"reward": 0,
"summary": "load_balancer status is healthy."
},
{
"step": 6,
"action": "resolve_incident(load balancer misconfiguration, update load balancer config)",
"reward": -0.2,
"summary": "Resolution rejected."
}
]
},
{
"task_id": "misleading_lb_502_cache_rootcause",
"metrics": {
"total_steps": 2,
"invalid_actions": 1,
"repeated_actions": 0,
"evidence_actions": 0,
"remediation_actions": 0,
"wrong_remediations": 0,
"distractor_failures": 0,
"premature_resolutions": 0,
"success": false,
"final_reward": 0
},
"evidence_coverage": 0,
"trajectory": [
{
"step": 1,
"action": "restart_service(queue)",
"reward": -0.05,
"summary": "Invalid action."
},
{
"step": 2,
"action": "escalate(random baseline escalation)",
"reward": 0,
"summary": "Incident escalated."
}
]
},
{
"task_id": "load_balancer_bad_backend_weight",
"metrics": {
"total_steps": 5,
"invalid_actions": 1,
"repeated_actions": 1,
"evidence_actions": 0,
"remediation_actions": 3,
"wrong_remediations": 3,
"distractor_failures": 1,
"premature_resolutions": 1,
"success": false,
"final_reward": 0
},
"evidence_coverage": 0,
"trajectory": [
{
"step": 1,
"action": "restart_service(cache)",
"reward": -0.25,
"summary": "Restarted cache, but the incident persists."
},
{
"step": 2,
"action": "inspect_config(queue, TIMEOUT_MS)",
"reward": -0.04999999999999999,
"summary": "Invalid action."
},
{
"step": 3,
"action": "update_config(web_server, TIMEOUT_MS, 100)",
"reward": -0.15000000000000002,
"summary": "Updated web_server config, but the incident persists."
},
{
"step": 4,
"action": "restart_service(cache)",
"reward": -0.3,
"summary": "Restarted cache, but the incident persists."
},
{
"step": 5,
"action": "resolve_incident(database pool exhaustion, increase queue consumers)",
"reward": -0.19999999999999996,
"summary": "Resolution rejected."
}
]
}
],
"baseline": "random",
"model": "deterministic/random",
"run_kind": "deterministic",
"command_hint": "python eval/run_eval.py --agent random --episodes 1 --output random_episodes1.json"
}