List AI Insights
curl --request GET \
--url http://{host}:{port}/{basePath}/aiinsights \
--header 'Authorization: <api-key>'{
"apiVersion": "v1",
"kind": "AIInsightList",
"metadata": {
"totalCount": 2,
"page": 1,
"pageSize": 20
},
"items": [
{
"name": "insight-inc-20260319-001",
"namespace": "production",
"issueRef": "INC-20260319-001",
"provider": "anthropic",
"model": "claude-sonnet-4-20250514",
"analysis": "The payment-service deployment is experiencing OOMKill events. Root cause: memory leak in the webhook handler that fails to close HTTP response bodies on validation errors, causing heap accumulation. The leak correlates with a recent deployment (revision 42) that introduced the payment notification webhook handler.",
"confidence": 0.91,
"recommendations": [
"Increase memory limit from 512Mi to 1Gi as immediate mitigation",
"Restart pods to reclaim leaked memory",
"Review webhook handler code for unclosed response bodies"
],
"suggestedActions": [
{
"name": "Increase memory limit",
"action": "AdjustResources",
"description": "Increase memory limit to prevent further OOMKills while the code fix is deployed",
"params": {
"memoryLimit": "1Gi",
"deployment": "payment-service",
"namespace": "production"
}
},
{
"name": "Restart deployment",
"action": "RestartDeployment",
"description": "Restart pods to reclaim leaked memory immediately",
"params": {
"deployment": "payment-service",
"namespace": "production"
}
}
],
"logAnalysis": "1 Go panic stack trace detected; 12 critical error patterns (OOMKilled, memory allocation failure); Primary exception: runtime: out of memory",
"gitOpsContext": "Helm release 'payment' chart=payment-service version=2.3.1 status=deployed revision=42",
"cascadeAnalysis": "Cascade chain: production/payment-service(root_cause) -> production/api-gateway(victim). The api-gateway is receiving 503 responses from payment-service.",
"blastRadiusPrediction": "AdjustResources: Low risk. Affects 3 pods, 1 service (payment-svc). No PDB violations.",
"generatedAt": "2026-03-19T14:32:00Z",
"creationTimestamp": "2026-03-19T14:31:00Z"
}
]
}
AI Insights
Listar AI Insights
Retorna todos os insights gerados pela IA com análise de causa raiz, scores de confiança e ações de remediação sugeridas para cada incidente
GET
/
aiinsights
List AI Insights
curl --request GET \
--url http://{host}:{port}/{basePath}/aiinsights \
--header 'Authorization: <api-key>'{
"apiVersion": "v1",
"kind": "AIInsightList",
"metadata": {
"totalCount": 2,
"page": 1,
"pageSize": 20
},
"items": [
{
"name": "insight-inc-20260319-001",
"namespace": "production",
"issueRef": "INC-20260319-001",
"provider": "anthropic",
"model": "claude-sonnet-4-20250514",
"analysis": "The payment-service deployment is experiencing OOMKill events. Root cause: memory leak in the webhook handler that fails to close HTTP response bodies on validation errors, causing heap accumulation. The leak correlates with a recent deployment (revision 42) that introduced the payment notification webhook handler.",
"confidence": 0.91,
"recommendations": [
"Increase memory limit from 512Mi to 1Gi as immediate mitigation",
"Restart pods to reclaim leaked memory",
"Review webhook handler code for unclosed response bodies"
],
"suggestedActions": [
{
"name": "Increase memory limit",
"action": "AdjustResources",
"description": "Increase memory limit to prevent further OOMKills while the code fix is deployed",
"params": {
"memoryLimit": "1Gi",
"deployment": "payment-service",
"namespace": "production"
}
},
{
"name": "Restart deployment",
"action": "RestartDeployment",
"description": "Restart pods to reclaim leaked memory immediately",
"params": {
"deployment": "payment-service",
"namespace": "production"
}
}
],
"logAnalysis": "1 Go panic stack trace detected; 12 critical error patterns (OOMKilled, memory allocation failure); Primary exception: runtime: out of memory",
"gitOpsContext": "Helm release 'payment' chart=payment-service version=2.3.1 status=deployed revision=42",
"cascadeAnalysis": "Cascade chain: production/payment-service(root_cause) -> production/api-gateway(victim). The api-gateway is receiving 503 responses from payment-service.",
"blastRadiusPrediction": "AdjustResources: Low risk. Affects 3 pods, 1 service (payment-svc). No PDB violations.",
"generatedAt": "2026-03-19T14:32:00Z",
"creationTimestamp": "2026-03-19T14:31:00Z"
}
]
}
Filtrar por namespace Kubernetes
Filtrar por nome do incidente (ex.:
INC-20260319-001)Número da página para paginação
Itens por página (máximo 100)
O Que São AI Insights?
Toda vez que a plataforma AIOps detecta um incidente, um recurso AIInsight é criado contendo a análise completa da IA. Isso inclui:- Análise de causa raiz com score de confiança (0-100%)
- Recomendações em formato legível por humanos
- Ações sugeridas com parâmetros concretos (ex.: “ScaleDeployment para 5 réplicas”)
- Dados de enriquecimento: análise de logs, métricas Prometheus, contexto GitOps, análise de cascata e previsão de raio de explosão
{
"apiVersion": "v1",
"kind": "AIInsightList",
"metadata": {
"totalCount": 2,
"page": 1,
"pageSize": 20
},
"items": [
{
"name": "insight-inc-20260319-001",
"namespace": "production",
"issueRef": "INC-20260319-001",
"provider": "anthropic",
"model": "claude-sonnet-4-20250514",
"analysis": "The payment-service deployment is experiencing OOMKill events. Root cause: memory leak in the webhook handler that fails to close HTTP response bodies on validation errors, causing heap accumulation. The leak correlates with a recent deployment (revision 42) that introduced the payment notification webhook handler.",
"confidence": 0.91,
"recommendations": [
"Increase memory limit from 512Mi to 1Gi as immediate mitigation",
"Restart pods to reclaim leaked memory",
"Review webhook handler code for unclosed response bodies"
],
"suggestedActions": [
{
"name": "Increase memory limit",
"action": "AdjustResources",
"description": "Increase memory limit to prevent further OOMKills while the code fix is deployed",
"params": {
"memoryLimit": "1Gi",
"deployment": "payment-service",
"namespace": "production"
}
},
{
"name": "Restart deployment",
"action": "RestartDeployment",
"description": "Restart pods to reclaim leaked memory immediately",
"params": {
"deployment": "payment-service",
"namespace": "production"
}
}
],
"logAnalysis": "1 Go panic stack trace detected; 12 critical error patterns (OOMKilled, memory allocation failure); Primary exception: runtime: out of memory",
"gitOpsContext": "Helm release 'payment' chart=payment-service version=2.3.1 status=deployed revision=42",
"cascadeAnalysis": "Cascade chain: production/payment-service(root_cause) -> production/api-gateway(victim). The api-gateway is receiving 503 responses from payment-service.",
"blastRadiusPrediction": "AdjustResources: Low risk. Affects 3 pods, 1 service (payment-svc). No PDB violations.",
"generatedAt": "2026-03-19T14:32:00Z",
"creationTimestamp": "2026-03-19T14:31:00Z"
}
]
}
Autorizações
Bearer token issued by the operator. Format: Authorization: Bearer <token>.
Parâmetros de consulta
Filter by Kubernetes namespace.
Filter by incident name.
Page number.
Items per page (max 100).
Intervalo obrigatório:
x <= 100⌘I