id stringlengths 62 62 | incident_id stringlengths 60 60 | domain stringclasses 1
value | messages listlengths 5 5 |
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k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0000 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_001 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Sentinel for Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations."
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k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0001 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_002 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure."
},
{
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"co... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0002 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_003 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are an Autonomous AI Defense Guard for Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing."
},
{
"role": "user",
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k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0003 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_004 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations."
},
{
"role": "user",
"content": "CRITICAL PRODUCTION ALERT in service 'k8s_horizontal_pod_autos... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0004 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_005 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Sentinel for Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations."
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{
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k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0005 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_006 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure."
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k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0006 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_007 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
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k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0007 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_008 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
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{
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k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0008 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_009 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Sentinel for Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations."
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k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0009 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_010 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure."
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"co... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0010 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_011 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
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{
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k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0011 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_012 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
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},
{
"role": "user",
"content": "CRITICAL PRODUCTION ALERT in service 'k8s_horizontal_pod_autos... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0012 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_013 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Sentinel for Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations."
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k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0013 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_014 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure."
},
{
"role": "user",
"co... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0014 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_015 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are an Autonomous AI Defense Guard for Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing."
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{
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k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0015 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_016 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
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},
{
"role": "user",
"content": "CRITICAL PRODUCTION ALERT in service 'k8s_horizontal_pod_autos... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0016 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_017 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Sentinel for Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations."
},
{
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"conten... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0017 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_018 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure."
},
{
"role": "user",
"co... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0018 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_019 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are an Autonomous AI Defense Guard for Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing."
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{
"role": "user",
"content": "C... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0019 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_020 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations."
},
{
"role": "user",
"content": "CRITICAL PRODUCTION ALERT in service 'k8s_horizontal_pod_autos... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0020 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_021 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Sentinel for Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations."
},
{
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"conten... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0021 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_022 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure."
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"co... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0022 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_023 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are an Autonomous AI Defense Guard for Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing."
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{
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k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0023 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_024 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations."
},
{
"role": "user",
"content": "CRITICAL PRODUCTION ALERT in service 'k8s_horizontal_pod_autos... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0024 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_025 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Sentinel for Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations."
},
{
"role": "user",
"conten... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0025 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_026 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure."
},
{
"role": "user",
"co... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0026 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_027 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are an Autonomous AI Defense Guard for Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing."
},
{
"role": "user",
"content": "C... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0027 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_028 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations."
},
{
"role": "user",
"content": "CRITICAL PRODUCTION ALERT in service 'k8s_horizontal_pod_autos... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0028 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_029 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Sentinel for Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations."
},
{
"role": "user",
"conten... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0029 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_030 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure."
},
{
"role": "user",
"co... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0030 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_001 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are an Autonomous AI Defense Guard for Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing."
},
{
"role": "user",
"content": "C... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0031 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_002 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations."
},
{
"role": "user",
"content": "CRITICAL PRODUCTION ALERT in service 'k8s_horizontal_pod_autos... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0032 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_003 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Sentinel for Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations."
},
{
"role": "user",
"conten... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0033 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_004 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure."
},
{
"role": "user",
"co... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0034 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_005 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are an Autonomous AI Defense Guard for Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing."
},
{
"role": "user",
"content": "C... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0035 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_006 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations."
},
{
"role": "user",
"content": "CRITICAL PRODUCTION ALERT in service 'k8s_horizontal_pod_autos... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0036 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_007 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Sentinel for Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations."
},
{
"role": "user",
"conten... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0037 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_008 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure."
},
{
"role": "user",
"co... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0038 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_009 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are an Autonomous AI Defense Guard for Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing."
},
{
"role": "user",
"content": "C... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0039 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_010 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations."
},
{
"role": "user",
"content": "CRITICAL PRODUCTION ALERT in service 'k8s_horizontal_pod_autos... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0040 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_011 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Sentinel for Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations."
},
{
"role": "user",
"conten... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0041 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_012 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure."
},
{
"role": "user",
"co... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0042 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_013 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are an Autonomous AI Defense Guard for Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing."
},
{
"role": "user",
"content": "C... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0043 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_014 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations."
},
{
"role": "user",
"content": "CRITICAL PRODUCTION ALERT in service 'k8s_horizontal_pod_autos... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0044 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_015 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Sentinel for Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations."
},
{
"role": "user",
"conten... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0045 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_016 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure."
},
{
"role": "user",
"co... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0046 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_017 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are an Autonomous AI Defense Guard for Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing."
},
{
"role": "user",
"content": "C... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0047 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_018 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations."
},
{
"role": "user",
"content": "CRITICAL PRODUCTION ALERT in service 'k8s_horizontal_pod_autos... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0048 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_019 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Sentinel for Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations."
},
{
"role": "user",
"conten... |
k8s_horizontal_pod_autoscaler_flapping_thrash_healer_traj_0049 | k8s_horizontal_pod_autoscaler_flapping_thrash_healer_inc_020 | Kubernetes Autoscaling SRE & HPA Hysteresis Governance | [
{
"role": "system",
"content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure."
},
{
"role": "user",
"co... |
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⚡ Quick Codebase SRE Check (Zero-Install CLI)
Audit your local repository for production cluster crashes in <0.05s:
uvx emgena-scan .
Or run universal one-liner:
curl -sSL https://emgena.com/static/scan.py | python3 - .
🌟 Domain Overview & SRE Resilience Features
Turnkey SRE MCP Guard for Kubernetes Autoscaling SRE & HPA Hysteresis Governance. Intercepts production cluster deadlocks, cardinality explosions, and OOM thrashes in Cursor IDE & Claude Desktop in <0.15ms.
- Deterministic In-IDE Guardrails: Validated across Cursor IDE and Claude Desktop.
- Sub-0.15ms AST Analysis Engine: 100% offline local static analysis with 0 API costs.
- EU AI Act & EULA Compliance: Certified for enterprise deployment under Articles 50 & 53.
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