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task
string
seed
int64
variant
string
model
string
provider
string
messages
list
eval_reward
float64
train_reward
float64
tools_called
list
termination_reason
string
submitted_root_cause
dict
cleared_alert_ids
list
step_count
int64
error
null
zia_url_block_spike_cloud2
9,100
0-prefix-4
terminal-policy-expert
human-authored
[ { "role": "system", "content": "You are a senior on-call engineer at Loomstack, a multi-cloud zero-trust\nsecurity platform. Use tools to investigate incidents, then remediate.\n\nRules:\n1. Scope to the right cloud first.\n2. Gather enough evidence to identify cloud, service, root_cause, and fix.\n3. Once ...
0.958
0.986
[ "search_alerts", "query_metrics", "get_recent_deploys", "query_logs", "apply_fix", "submit_root_cause" ]
submit_root_cause
{ "cloud": "cloud-2", "service": "zia-policy-engine", "root_cause": "bad_policy_push", "evidence": [ "alert-001", "dep-c2-2742", "pol-7741", "kb-zia-url-block-spike" ] }
[ "alert-001" ]
6
null
zia_url_block_spike_cloud2
9,100
0-prefix-5
terminal-policy-expert
human-authored
[ { "role": "system", "content": "You are a senior on-call engineer at Loomstack, a multi-cloud zero-trust\nsecurity platform. Use tools to investigate incidents, then remediate.\n\nRules:\n1. Scope to the right cloud first.\n2. Gather enough evidence to identify cloud, service, root_cause, and fix.\n3. Once ...
0.958
0.986
[ "search_alerts", "query_metrics", "get_recent_deploys", "query_logs", "search_kb", "apply_fix", "submit_root_cause" ]
submit_root_cause
{ "cloud": "cloud-2", "service": "zia-policy-engine", "root_cause": "bad_policy_push", "evidence": [ "alert-001", "dep-c2-2742", "pol-7741", "kb-zia-url-block-spike" ] }
[ "alert-001" ]
7
null
zpa_saml_idp_cert_cloud1
9,100
0-prefix-4
terminal-policy-expert
human-authored
[ { "role": "system", "content": "You are a senior on-call engineer at Loomstack, a multi-cloud zero-trust\nsecurity platform. Use tools to investigate incidents, then remediate.\n\nRules:\n1. Scope to the right cloud first.\n2. Gather enough evidence to identify cloud, service, root_cause, and fix.\n3. Once ...
0.958
0.986
[ "search_alerts", "query_metrics", "query_metrics", "query_logs", "apply_fix", "submit_root_cause" ]
submit_root_cause
{ "cloud": "cloud-1", "service": "central-authority", "root_cause": "ca_sync_stalled", "evidence": [ "alert-201", "config_sync_lag_min", "kb-saml-cert-sync" ] }
[ "alert-201", "alert-202" ]
6
null
zpa_saml_idp_cert_cloud1
9,100
0-prefix-5
terminal-policy-expert
human-authored
[ { "role": "system", "content": "You are a senior on-call engineer at Loomstack, a multi-cloud zero-trust\nsecurity platform. Use tools to investigate incidents, then remediate.\n\nRules:\n1. Scope to the right cloud first.\n2. Gather enough evidence to identify cloud, service, root_cause, and fix.\n3. Once ...
0.958
0.986
[ "search_alerts", "query_metrics", "query_metrics", "query_logs", "search_kb", "apply_fix", "submit_root_cause" ]
submit_root_cause
{ "cloud": "cloud-1", "service": "central-authority", "root_cause": "ca_sync_stalled", "evidence": [ "alert-201", "config_sync_lag_min", "kb-saml-cert-sync" ] }
[ "alert-201", "alert-202" ]
7
null
globex_posture_salesforce_vague_ticket
9,100
0-prefix-4
terminal-policy-expert
human-authored
[ { "role": "system", "content": "You are a senior on-call engineer at Loomstack, a multi-cloud zero-trust\nsecurity platform. Use tools to investigate incidents, then remediate.\n\nRules:\n1. Scope to the right cloud first.\n2. Gather enough evidence to identify cloud, service, root_cause, and fix.\n3. Once ...
0.808
0.886
[ "search_tickets", "search_messaging", "query_logs", "inspect_identity_config", "apply_fix", "submit_root_cause" ]
submit_root_cause
{ "cloud": "cloud-2", "service": "posture-checker", "root_cause": "posture_check_failure", "evidence": [ "TICK-7700", "msg-customer-impact-globex-1", "kb-posture-av-signature-age" ] }
[]
6
null
globex_posture_salesforce_vague_ticket
9,100
0-prefix-5
terminal-policy-expert
human-authored
[ { "role": "system", "content": "You are a senior on-call engineer at Loomstack, a multi-cloud zero-trust\nsecurity platform. Use tools to investigate incidents, then remediate.\n\nRules:\n1. Scope to the right cloud first.\n2. Gather enough evidence to identify cloud, service, root_cause, and fix.\n3. Once ...
0.808
0.886
[ "search_tickets", "search_messaging", "query_logs", "inspect_identity_config", "search_kb", "apply_fix", "submit_root_cause" ]
submit_root_cause
{ "cloud": "cloud-2", "service": "posture-checker", "root_cause": "posture_check_failure", "evidence": [ "TICK-7700", "msg-customer-impact-globex-1", "kb-posture-av-signature-age" ] }
[]
7
null
zia_url_block_spike_cloud2
9,101
1-prefix-4
terminal-policy-expert
human-authored
[ { "role": "system", "content": "You are a senior on-call engineer at Loomstack, a multi-cloud zero-trust\nsecurity platform. Use tools to investigate incidents, then remediate.\n\nRules:\n1. Scope to the right cloud first.\n2. Gather enough evidence to identify cloud, service, root_cause, and fix.\n3. Once ...
0.958
0.986
[ "search_alerts", "query_metrics", "get_recent_deploys", "query_logs", "apply_fix", "submit_root_cause" ]
submit_root_cause
{ "cloud": "cloud-2", "service": "zia-policy-engine", "root_cause": "bad_policy_push", "evidence": [ "alert-001", "dep-c2-2742", "pol-7741", "kb-zia-url-block-spike" ] }
[ "alert-001" ]
6
null
zia_url_block_spike_cloud2
9,101
1-prefix-5
terminal-policy-expert
human-authored
[ { "role": "system", "content": "You are a senior on-call engineer at Loomstack, a multi-cloud zero-trust\nsecurity platform. Use tools to investigate incidents, then remediate.\n\nRules:\n1. Scope to the right cloud first.\n2. Gather enough evidence to identify cloud, service, root_cause, and fix.\n3. Once ...
0.958
0.986
[ "search_alerts", "query_metrics", "get_recent_deploys", "query_logs", "search_kb", "apply_fix", "submit_root_cause" ]
submit_root_cause
{ "cloud": "cloud-2", "service": "zia-policy-engine", "root_cause": "bad_policy_push", "evidence": [ "alert-001", "dep-c2-2742", "pol-7741", "kb-zia-url-block-spike" ] }
[ "alert-001" ]
7
null
zpa_saml_idp_cert_cloud1
9,101
1-prefix-4
terminal-policy-expert
human-authored
[ { "role": "system", "content": "You are a senior on-call engineer at Loomstack, a multi-cloud zero-trust\nsecurity platform. Use tools to investigate incidents, then remediate.\n\nRules:\n1. Scope to the right cloud first.\n2. Gather enough evidence to identify cloud, service, root_cause, and fix.\n3. Once ...
0.958
0.986
[ "search_alerts", "query_metrics", "query_metrics", "query_logs", "apply_fix", "submit_root_cause" ]
submit_root_cause
{ "cloud": "cloud-1", "service": "central-authority", "root_cause": "ca_sync_stalled", "evidence": [ "alert-201", "config_sync_lag_min", "kb-saml-cert-sync" ] }
[ "alert-201", "alert-202" ]
6
null
zpa_saml_idp_cert_cloud1
9,101
1-prefix-5
terminal-policy-expert
human-authored
[ { "role": "system", "content": "You are a senior on-call engineer at Loomstack, a multi-cloud zero-trust\nsecurity platform. Use tools to investigate incidents, then remediate.\n\nRules:\n1. Scope to the right cloud first.\n2. Gather enough evidence to identify cloud, service, root_cause, and fix.\n3. Once ...
0.958
0.986
[ "search_alerts", "query_metrics", "query_metrics", "query_logs", "search_kb", "apply_fix", "submit_root_cause" ]
submit_root_cause
{ "cloud": "cloud-1", "service": "central-authority", "root_cause": "ca_sync_stalled", "evidence": [ "alert-201", "config_sync_lag_min", "kb-saml-cert-sync" ] }
[ "alert-201", "alert-202" ]
7
null
globex_posture_salesforce_vague_ticket
9,101
1-prefix-4
terminal-policy-expert
human-authored
[ { "role": "system", "content": "You are a senior on-call engineer at Loomstack, a multi-cloud zero-trust\nsecurity platform. Use tools to investigate incidents, then remediate.\n\nRules:\n1. Scope to the right cloud first.\n2. Gather enough evidence to identify cloud, service, root_cause, and fix.\n3. Once ...
0.808
0.886
[ "search_tickets", "search_messaging", "query_logs", "inspect_identity_config", "apply_fix", "submit_root_cause" ]
submit_root_cause
{ "cloud": "cloud-2", "service": "posture-checker", "root_cause": "posture_check_failure", "evidence": [ "TICK-7700", "msg-customer-impact-globex-1", "kb-posture-av-signature-age" ] }
[]
6
null
globex_posture_salesforce_vague_ticket
9,101
1-prefix-5
terminal-policy-expert
human-authored
[ { "role": "system", "content": "You are a senior on-call engineer at Loomstack, a multi-cloud zero-trust\nsecurity platform. Use tools to investigate incidents, then remediate.\n\nRules:\n1. Scope to the right cloud first.\n2. Gather enough evidence to identify cloud, service, root_cause, and fix.\n3. Once ...
0.808
0.886
[ "search_tickets", "search_messaging", "query_logs", "inspect_identity_config", "search_kb", "apply_fix", "submit_root_cause" ]
submit_root_cause
{ "cloud": "cloud-2", "service": "posture-checker", "root_cause": "posture_check_failure", "evidence": [ "TICK-7700", "msg-customer-impact-globex-1", "kb-posture-av-signature-age" ] }
[]
7
null
zia_url_block_spike_cloud2
9,102
2-prefix-4
terminal-policy-expert
human-authored
[ { "role": "system", "content": "You are a senior on-call engineer at Loomstack, a multi-cloud zero-trust\nsecurity platform. Use tools to investigate incidents, then remediate.\n\nRules:\n1. Scope to the right cloud first.\n2. Gather enough evidence to identify cloud, service, root_cause, and fix.\n3. Once ...
0.958
0.986
[ "search_alerts", "query_metrics", "get_recent_deploys", "query_logs", "apply_fix", "submit_root_cause" ]
submit_root_cause
{ "cloud": "cloud-2", "service": "zia-policy-engine", "root_cause": "bad_policy_push", "evidence": [ "alert-001", "dep-c2-2742", "pol-7741", "kb-zia-url-block-spike" ] }
[ "alert-001" ]
6
null
zia_url_block_spike_cloud2
9,102
2-prefix-5
terminal-policy-expert
human-authored
[ { "role": "system", "content": "You are a senior on-call engineer at Loomstack, a multi-cloud zero-trust\nsecurity platform. Use tools to investigate incidents, then remediate.\n\nRules:\n1. Scope to the right cloud first.\n2. Gather enough evidence to identify cloud, service, root_cause, and fix.\n3. Once ...
0.958
0.986
[ "search_alerts", "query_metrics", "get_recent_deploys", "query_logs", "search_kb", "apply_fix", "submit_root_cause" ]
submit_root_cause
{ "cloud": "cloud-2", "service": "zia-policy-engine", "root_cause": "bad_policy_push", "evidence": [ "alert-001", "dep-c2-2742", "pol-7741", "kb-zia-url-block-spike" ] }
[ "alert-001" ]
7
null
zpa_saml_idp_cert_cloud1
9,102
2-prefix-4
terminal-policy-expert
human-authored
[ { "role": "system", "content": "You are a senior on-call engineer at Loomstack, a multi-cloud zero-trust\nsecurity platform. Use tools to investigate incidents, then remediate.\n\nRules:\n1. Scope to the right cloud first.\n2. Gather enough evidence to identify cloud, service, root_cause, and fix.\n3. Once ...
0.958
0.986
[ "search_alerts", "query_metrics", "query_metrics", "query_logs", "apply_fix", "submit_root_cause" ]
submit_root_cause
{ "cloud": "cloud-1", "service": "central-authority", "root_cause": "ca_sync_stalled", "evidence": [ "alert-201", "config_sync_lag_min", "kb-saml-cert-sync" ] }
[ "alert-201", "alert-202" ]
6
null
zpa_saml_idp_cert_cloud1
9,102
2-prefix-5
terminal-policy-expert
human-authored
[ { "role": "system", "content": "You are a senior on-call engineer at Loomstack, a multi-cloud zero-trust\nsecurity platform. Use tools to investigate incidents, then remediate.\n\nRules:\n1. Scope to the right cloud first.\n2. Gather enough evidence to identify cloud, service, root_cause, and fix.\n3. Once ...
0.958
0.986
[ "search_alerts", "query_metrics", "query_metrics", "query_logs", "search_kb", "apply_fix", "submit_root_cause" ]
submit_root_cause
{ "cloud": "cloud-1", "service": "central-authority", "root_cause": "ca_sync_stalled", "evidence": [ "alert-201", "config_sync_lag_min", "kb-saml-cert-sync" ] }
[ "alert-201", "alert-202" ]
7
null
globex_posture_salesforce_vague_ticket
9,102
2-prefix-4
terminal-policy-expert
human-authored
[ { "role": "system", "content": "You are a senior on-call engineer at Loomstack, a multi-cloud zero-trust\nsecurity platform. Use tools to investigate incidents, then remediate.\n\nRules:\n1. Scope to the right cloud first.\n2. Gather enough evidence to identify cloud, service, root_cause, and fix.\n3. Once ...
0.808
0.886
[ "search_tickets", "search_messaging", "query_logs", "inspect_identity_config", "apply_fix", "submit_root_cause" ]
submit_root_cause
{ "cloud": "cloud-2", "service": "posture-checker", "root_cause": "posture_check_failure", "evidence": [ "TICK-7700", "msg-customer-impact-globex-1", "kb-posture-av-signature-age" ] }
[]
6
null
globex_posture_salesforce_vague_ticket
9,102
2-prefix-5
terminal-policy-expert
human-authored
[ { "role": "system", "content": "You are a senior on-call engineer at Loomstack, a multi-cloud zero-trust\nsecurity platform. Use tools to investigate incidents, then remediate.\n\nRules:\n1. Scope to the right cloud first.\n2. Gather enough evidence to identify cloud, service, root_cause, and fix.\n3. Once ...
0.808
0.886
[ "search_tickets", "search_messaging", "query_logs", "inspect_identity_config", "search_kb", "apply_fix", "submit_root_cause" ]
submit_root_cause
{ "cloud": "cloud-2", "service": "posture-checker", "root_cause": "posture_check_failure", "evidence": [ "TICK-7700", "msg-customer-impact-globex-1", "kb-posture-av-signature-age" ] }
[]
7
null
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