Blog 7 JSON
guided_open_source_qwen_qwen3.6-35b-a3b_episodes1.json
artifacts/json/outputs/guided_open_source_qwen_qwen3.6-35b-a3b_episodes1.json / 30.6 KB
{
"agent": "guided_open_source",
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"seed": 0,
"model_override": "qwen/qwen3.6-35b-a3b",
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"difficulty": "easy",
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"target_steps": 8
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"failure_modes": {
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"by_task": {
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"web_worker_crash": {
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"mean_reward": 0.8708333333333333,
"mean_steps": 5,
"invalid_action_rate": 0,
"evidence_coverage": 0.6666666666666666,
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"database_disk_full": {
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"mean_reward": 0.9375,
"mean_steps": 5,
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},
"cache_memory_pressure": {
"success_rate": 0,
"mean_reward": 0,
"mean_steps": 7,
"invalid_action_rate": 0,
"evidence_coverage": 1,
"wrong_remediation_rate": 1,
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"premature_resolution_rate": 1,
"root_cause_identification_rate": 1,
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"message_queue_crash": {
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"mean_reward": 0.1833333333333333,
"mean_steps": 4,
"invalid_action_rate": 0,
"evidence_coverage": 0.6666666666666666,
"wrong_remediation_rate": 0,
"distractor_failure_rate": 0,
"premature_resolution_rate": 1,
"root_cause_identification_rate": 0,
"fix_identification_rate": 0,
"correct_service_remediation_rate": 1,
"correct_remediation_rate": 1,
"remediation_precision": 1
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"load_balancer_health_check_misconfig": {
"success_rate": 0,
"mean_reward": 0,
"mean_steps": 8,
"invalid_action_rate": 0,
"evidence_coverage": 0.3333333333333333,
"wrong_remediation_rate": 1,
"distractor_failure_rate": 0,
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"correct_service_remediation_rate": 1,
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"message_queue_backlog_consumers_low": {
"success_rate": 0,
"mean_reward": 0,
"mean_steps": 8,
"invalid_action_rate": 0,
"evidence_coverage": 1,
"wrong_remediation_rate": 1,
"distractor_failure_rate": 0,
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"correct_service_remediation_rate": 1,
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},
"web_server_memory_leak_restart": {
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"mean_reward": 0.8833333333333333,
"mean_steps": 4,
"invalid_action_rate": 0,
"evidence_coverage": 0.6666666666666666,
"wrong_remediation_rate": 0,
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"database_maintenance_mode_left_on": {
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"mean_reward": 0.4333333333333333,
"mean_steps": 4,
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"remediation_precision": 1
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"cache_auth_token_expired": {
"success_rate": 0,
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"mean_steps": 8,
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"evidence_coverage": 0.3333333333333333,
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"load_balancer_tls_cert_expired": {
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"mean_reward": 0.4333333333333333,
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"invalid_action_rate": 0,
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"wrong_remediation_rate": 0,
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"premature_resolution_rate": 1,
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"correct_service_remediation_rate": 1,
"correct_remediation_rate": 1,
"remediation_precision": 1
}
},
"by_difficulty": {
"easy": {
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"mean_steps": 5.636363636363637,
"invalid_action_rate": 0,
"evidence_coverage": 0.6969696969696969,
"wrong_remediation_rate": 0.5882352941176471,
"distractor_failure_rate": 0.058823529411764705,
"premature_resolution_rate": 0.45454545454545453,
"root_cause_identification_rate": 0.6363636363636364,
"fix_identification_rate": 0.2727272727272727,
"correct_service_remediation_rate": 1,
"correct_remediation_rate": 0.6363636363636364,
"remediation_precision": 0.4117647058823529
}
},
"records": [
{
"task_id": "cache_crash",
"seed": 0,
"metrics": {
"total_steps": 4,
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"evidence_actions": 2,
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"premature_resolutions": 1,
"root_cause_identified": true,
"fix_identified": false,
"correct_remediation_applied": true,
"success": false,
"final_reward": 0.4333333333333333
},
"evidence_coverage": 0.6666666666666666,
"terminal_reason": "premature_or_incorrect_resolution",
"final_reward": 0.4333333333333333,
"root_cause_identified": true,
"fix_identified": false,
"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": "check_status(cache)",
"reward": 0.06666666666666667,
"summary": "cache status is crashed."
},
{
"step": 3,
"action": "restart_service(cache)",
"reward": 0.24999999999999997,
"summary": "Restarted cache."
},
{
"step": 4,
"action": "resolve_incident(cache process killed by SIGKILL, restart service)",
"reward": 0.04999999999999999,
"summary": "Resolution rejected."
}
]
},
{
"task_id": "web_worker_crash",
"seed": 10000,
"metrics": {
"total_steps": 5,
"invalid_actions": 0,
"repeated_actions": 0,
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"root_cause_identified": true,
"fix_identified": true,
"correct_remediation_applied": true,
"success": true,
"final_reward": 0.8708333333333333
},
"evidence_coverage": 0.6666666666666666,
"terminal_reason": "resolved",
"final_reward": 0.8708333333333333,
"root_cause_identified": true,
"fix_identified": true,
"correct_service_remediation": true,
"correct_remediation": true,
"trajectory": [
{
"step": 1,
"action": "inspect_logs(web_server)",
"reward": 0.06666666666666667,
"summary": "Inspected logs for web_server."
},
{
"step": 2,
"action": "inspect_metrics(web_server)",
"reward": 0.06666666666666667,
"summary": "Inspected metrics for web_server."
},
{
"step": 3,
"action": "inspect_config(web_server)",
"reward": 0,
"summary": "Inspected config for web_server."
},
{
"step": 4,
"action": "restart_service(web_server)",
"reward": 0.24999999999999997,
"summary": "Restarted web_server."
},
{
"step": 5,
"action": "resolve_incident(web workers crashed due to SIGSEGV, restarted web_server)",
"reward": 0.48750000000000004,
"summary": "Incident resolved."
}
]
},
{
"task_id": "database_disk_full",
"seed": 20000,
"metrics": {
"total_steps": 5,
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"root_cause_identified": true,
"fix_identified": true,
"correct_remediation_applied": true,
"success": true,
"final_reward": 0.9375
},
"evidence_coverage": 1,
"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(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": "inspect_config(database)",
"reward": 0,
"summary": "Inspected config for database."
},
{
"step": 4,
"action": "update_config(database, DISK_QUOTA_GB, 200)",
"reward": 0.25,
"summary": "Updated database config DISK_QUOTA_GB."
},
{
"step": 5,
"action": "resolve_incident(database disk space exhaustion, increased database DISK_QUOTA_GB)",
"reward": 0.4875,
"summary": "Incident resolved."
}
]
},
{
"task_id": "cache_memory_pressure",
"seed": 30000,
"metrics": {
"total_steps": 7,
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"premature_resolutions": 1,
"root_cause_identified": true,
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"correct_remediation_applied": false,
"success": false,
"final_reward": 0
},
"evidence_coverage": 1,
"terminal_reason": "premature_or_incorrect_resolution",
"final_reward": 0,
"root_cause_identified": true,
"fix_identified": false,
"correct_service_remediation": true,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "inspect_metrics(cache)",
"reward": 0.1,
"summary": "Inspected metrics for cache."
},
{
"step": 2,
"action": "inspect_config(cache)",
"reward": 0.1,
"summary": "Inspected config for cache."
},
{
"step": 3,
"action": "update_config(cache, MAX_MEMORY_MB, 512)",
"reward": -0.15,
"summary": "Updated cache config, but the incident persists."
},
{
"step": 4,
"action": "inspect_logs(cache)",
"reward": 0,
"summary": "Inspected logs for cache."
},
{
"step": 5,
"action": "restart_service(cache)",
"reward": -0.15,
"summary": "Restarted cache, but the incident persists."
},
{
"step": 6,
"action": "check_status(cache)",
"reward": 0,
"summary": "cache status is healthy."
},
{
"step": 7,
"action": "resolve_incident(Cache memory limit too low, Increase MAX_MEMORY_MB to 512)",
"reward": 0.04999999999999999,
"summary": "Resolution rejected."
}
]
},
{
"task_id": "message_queue_crash",
"seed": 40000,
"metrics": {
"total_steps": 4,
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"premature_resolutions": 1,
"root_cause_identified": false,
"fix_identified": false,
"correct_remediation_applied": true,
"success": false,
"final_reward": 0.1833333333333333
},
"evidence_coverage": 0.6666666666666666,
"terminal_reason": "premature_or_incorrect_resolution",
"final_reward": 0.1833333333333333,
"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": true,
"correct_remediation": true,
"trajectory": [
{
"step": 1,
"action": "inspect_logs(message_queue)",
"reward": 0.06666666666666667,
"summary": "Inspected logs for message_queue."
},
{
"step": 2,
"action": "inspect_metrics(message_queue)",
"reward": 0.06666666666666667,
"summary": "Inspected metrics for message_queue."
},
{
"step": 3,
"action": "restart_service(message_queue)",
"reward": 0.24999999999999997,
"summary": "Restarted message_queue."
},
{
"step": 4,
"action": "resolve_incident(message queue broker OOM killed, restarted service)",
"reward": -0.2,
"summary": "Resolution rejected."
}
]
},
{
"task_id": "load_balancer_health_check_misconfig",
"seed": 50000,
"metrics": {
"total_steps": 8,
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"root_cause_identified": false,
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"success": false,
"final_reward": 0
},
"evidence_coverage": 0.3333333333333333,
"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": "inspect_config(load_balancer, HEALTH_CHECK)",
"reward": 0,
"summary": "Inspected config for load_balancer."
},
{
"step": 2,
"action": "check_status(web_server)",
"reward": 0,
"summary": "web_server status is healthy."
},
{
"step": 3,
"action": "check_status(load_balancer)",
"reward": 0,
"summary": "load_balancer status is degraded."
},
{
"step": 4,
"action": "inspect_logs(load_balancer)",
"reward": 0.06666666666666667,
"summary": "Inspected logs for load_balancer."
},
{
"step": 5,
"action": "inspect_config(web_server, HEALTH_ENDPOINT)",
"reward": 0,
"summary": "Inspected config for web_server."
},
{
"step": 6,
"action": "inspect_logs(web_server)",
"reward": 0,
"summary": "Inspected logs for web_server."
},
{
"step": 7,
"action": "update_config(load_balancer, HEALTH_CHECK, /healthz)",
"reward": -0.15,
"summary": "Updated load_balancer config, but the incident persists."
},
{
"step": 8,
"action": "restart_service(load_balancer)",
"reward": -0.15000000000000002,
"summary": "Restarted load_balancer, but the incident persists."
}
]
},
{
"task_id": "message_queue_backlog_consumers_low",
"seed": 60000,
"metrics": {
"total_steps": 8,
"invalid_actions": 0,
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"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,
"final_reward": 0
},
"evidence_coverage": 1,
"terminal_reason": "step_budget_exhausted",
"final_reward": 0,
"root_cause_identified": false,
"fix_identified": false,
"correct_service_remediation": true,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "inspect_metrics(message_queue)",
"reward": 0.1,
"summary": "Inspected metrics for message_queue."
},
{
"step": 2,
"action": "inspect_logs(message_queue)",
"reward": 0,
"summary": "Inspected logs for message_queue."
},
{
"step": 3,
"action": "inspect_config(message_queue)",
"reward": 0.1,
"summary": "Inspected config for message_queue."
},
{
"step": 4,
"action": "update_config(message_queue, CONSUMER_CONCURRENCY, 10)",
"reward": -0.15,
"summary": "Updated message_queue config, but the incident persists."
},
{
"step": 5,
"action": "inspect_logs(message_queue)",
"reward": -0.05000000000000002,
"summary": "Inspected logs for message_queue."
},
{
"step": 6,
"action": "update_config(message_queue, VISIBILITY_TIMEOUT_MS, 60000)",
"reward": -0.14999999999999997,
"summary": "Updated message_queue config, but the incident persists."
},
{
"step": 7,
"action": "inspect_logs(web_server)",
"reward": 0,
"summary": "Inspected logs for web_server."
},
{
"step": 8,
"action": "restart_service(web_server)",
"reward": -0.25,
"summary": "Restarted web_server, but the incident persists."
}
]
},
{
"task_id": "web_server_memory_leak_restart",
"seed": 70000,
"metrics": {
"total_steps": 4,
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"premature_resolutions": 0,
"root_cause_identified": true,
"fix_identified": true,
"correct_remediation_applied": true,
"success": true,
"final_reward": 0.8833333333333333
},
"evidence_coverage": 0.6666666666666666,
"terminal_reason": "resolved",
"final_reward": 0.8833333333333333,
"root_cause_identified": true,
"fix_identified": true,
"correct_service_remediation": true,
"correct_remediation": true,
"trajectory": [
{
"step": 1,
"action": "inspect_logs(web_server)",
"reward": 0.06666666666666667,
"summary": "Inspected logs for web_server."
},
{
"step": 2,
"action": "inspect_metrics(web_server)",
"reward": 0.06666666666666667,
"summary": "Inspected metrics for web_server."
},
{
"step": 3,
"action": "restart_service(web_server)",
"reward": 0.24999999999999997,
"summary": "Restarted web_server."
},
{
"step": 4,
"action": "resolve_incident(web server memory leak causing OOM kills, restart web server)",
"reward": 0.5,
"summary": "Incident resolved."
}
]
},
{
"task_id": "database_maintenance_mode_left_on",
"seed": 80000,
"metrics": {
"total_steps": 4,
"invalid_actions": 0,
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"evidence_actions": 2,
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"correct_remediations": 1,
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"distractor_failures": 0,
"premature_resolutions": 1,
"root_cause_identified": true,
"fix_identified": false,
"correct_remediation_applied": true,
"success": false,
"final_reward": 0.4333333333333333
},
"evidence_coverage": 0.6666666666666666,
"terminal_reason": "premature_or_incorrect_resolution",
"final_reward": 0.4333333333333333,
"root_cause_identified": true,
"fix_identified": false,
"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_config(database, maintenance_mode)",
"reward": 0.06666666666666667,
"summary": "Inspected config for database."
},
{
"step": 3,
"action": "update_config(database, maintenance_mode, False)",
"reward": 0.24999999999999997,
"summary": "Updated database config maintenance_mode."
},
{
"step": 4,
"action": "resolve_incident(database maintenance mode left on, updated maintenance_mode to false)",
"reward": 0.04999999999999999,
"summary": "Resolution rejected."
}
]
},
{
"task_id": "cache_auth_token_expired",
"seed": 90000,
"metrics": {
"total_steps": 8,
"invalid_actions": 0,
"repeated_actions": 0,
"evidence_actions": 1,
"remediation_actions": 3,
"correct_service_remediations": 2,
"correct_remediations": 0,
"wrong_remediations": 3,
"distractor_failures": 1,
"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": true,
"correct_remediation": false,
"trajectory": [
{
"step": 1,
"action": "check_status(cache)",
"reward": 0,
"summary": "cache status is healthy."
},
{
"step": 2,
"action": "inspect_logs(cache)",
"reward": 0.06666666666666667,
"summary": "Inspected logs for cache."
},
{
"step": 3,
"action": "inspect_config(cache, AUTH_TOKEN)",
"reward": 0,
"summary": "Inspected config for cache."
},
{
"step": 4,
"action": "inspect_config(web_server, AUTH_TOKEN)",
"reward": 0,
"summary": "Inspected config for web_server."
},
{
"step": 5,
"action": "inspect_logs(web_server)",
"reward": 0,
"summary": "Inspected logs for web_server."
},
{
"step": 6,
"action": "update_config(cache, AUTH_TOKEN, valid_token)",
"reward": -0.15,
"summary": "Updated cache config, but the incident persists."
},
{
"step": 7,
"action": "update_config(web_server, AUTH_TOKEN, valid_token)",
"reward": -0.15000000000000002,
"summary": "Updated web_server config, but the incident persists."
},
{
"step": 8,
"action": "restart_service(cache)",
"reward": -0.14999999999999997,
"summary": "Restarted cache, but the incident persists."
}
]
},
{
"task_id": "load_balancer_tls_cert_expired",
"seed": 100000,
"metrics": {
"total_steps": 5,
"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": 1,
"root_cause_identified": true,
"fix_identified": false,
"correct_remediation_applied": true,
"success": false,
"final_reward": 0.4333333333333333
},
"evidence_coverage": 0.6666666666666666,
"terminal_reason": "premature_or_incorrect_resolution",
"final_reward": 0.4333333333333333,
"root_cause_identified": true,
"fix_identified": false,
"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_config(load_balancer, CERTIFICATE)",
"reward": 0,
"summary": "Inspected config for load_balancer."
},
{
"step": 3,
"action": "inspect_config(load_balancer)",
"reward": 0.06666666666666667,
"summary": "Inspected config for load_balancer."
},
{
"step": 4,
"action": "update_config(load_balancer, TLS_CERT_VALID, True)",
"reward": 0.24999999999999997,
"summary": "Updated load_balancer config TLS_CERT_VALID."
},
{
"step": 5,
"action": "resolve_incident(load balancer TLS certificate expired, updated TLS_CERT_VALID config to true)",
"reward": 0.04999999999999999,
"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": 11,
"completed_task_episodes": 11,
"complete": true,
"paused": false,
"pause_file": "D:\\SRE-Zero\\notes\\runs\\managed\\blog-qwen-easy-agent-styles-2026-06-13\\pause.flag",
"baseline": "guided_open_source",
"model": "qwen/qwen3.6-35b-a3b",
"run_kind": "llm",
"command_hint": "python eval/run_eval.py --agent guided_open_source --model qwen/qwen3.6-35b-a3b --episodes 1 --output guided_open_source_qwen_qwen3.6-35b-a3b_episodes1.json"
}