KUBE-Sentinel — Autonomous Kubernetes Mesh & Chaos Resilience Engine

KUBERNETES MICROSERVICE DAG TOPOLOGY CANVAS

eBPF Span Tracing Active

NAMESPACE: production INGRESS: Envoy v1.28 MESH: Istio / Cilium eBPF

Active Pod Replicas

13 Pods

100% Desired Replicas

p99 Mesh Latency

5.7ms

Sub-10ms SLA Target

Cluster SLA Uptime

99.99%

High Availability

Active Chaos Exp

NONE

Chaos Monkey Ready

REAL-TIME MESH LATENCY & THROUGHPUT TELEMETRY GRAPH

60s Rolling Window

REAL-TIME eBPF NETWORK PACKET SPAN TRACE LOG (Click Line to Inspect)

AUTONOMOUS AI CLUSTER ADVISOR

AI ACTIVE

Cluster Operating Within Optimal Limits

AI Watchdog analyzer reports zero pod restarts in last 60 minutes. Istio service mesh latency is stable at p95 < 8ms.

CHAOS MONKEY RESILIENCE EXPERIMENTS

Pod Kill Switch

Simulate SIGKILL on payment-gateway pods to test K8s self-healing.

Latency (+180ms)

Inject artificial network delay across gRPC microservice mesh.

Packet Loss (30%)

Drop 30% TCP network packets to verify retry & circuit breakers.

CPU Stress (99%)

Simulate CPU throttling & test Horizontal Pod Autoscaling (HPA).

MICROSERVICE POD REPLICA MESH

Dynamic Replica Scaler: 13 Replicas