“Kubernetes”

Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration.

解析 Kubernetes API server 审计日志（JSON lines 格式），检测 exec 进入 Pod、 Secret 访问、RBAC 修改、特权 Pod 创建以及匿名 API 访问行为。 从审计事件模式构建威胁检测规则。适用于调查 Kubernetes 集群入侵 或构建 k8s 专用 SIEM…

Kubernetes deployment workflow for container orchestration, Helm charts, service mesh, and production-ready K8s configurations.

Apply container and Kubernetes conventions for frontend build artifacts, runtime config, probes, caching and rollout safety.

Use when writing or reviewing Kubernetes manifests or deploying workloads to a cluster.

Parses Kubernetes API server audit logs (JSON lines) to detect exec-into-pod, secret access, RBAC modifications, privileged pod creation, and anonymous API…

Pod design patterns, sidecar containers, init containers, config management, rolling updates, and resource limits.

Kubernetes operations including manifests, Helm charts, operators, troubleshooting, and resource management

Kubernetes container orchestration patterns for production workloads: Pod specs, Deployments, Services, ConfigMaps, Secrets, Ingress, resource management…

Auditing Kubernetes cluster RBAC configurations to identify overly permissive roles, wildcard permissions, dangerous ClusterRoleBindings, service account…

Finds over-permissive RBAC roles and service-account token abuse paths in a Kubernetes cluster using kubectl auth can-i, rbac-police, kubectl-who-can, and…

Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration.

Detects and prevents privilege escalation inside Kubernetes pods by combining admission control (OPA policies), runtime monitoring (Falco), and audit log…

Run K8sGPT as an MCP server so an agent can scan a Kubernetes cluster, explain unhealthy resources, and return prioritized remediation clues in natural…

Diagnose in-cluster DNS resolution failures and isolate root causes.

Diagnose node-level memory/disk/pid pressure and determine safe mitigations.

Kubernetes subject matter expert, Inlucding networking, Ingress, Kubernetes Gateway API, Gateway Inference Extensions, and AI inference on Kubernetes.

Deploy and manage Azure Kubernetes Service clusters.

Creates Dockerfiles, configures CI/CD pipelines, writes Kubernetes manifests, and generates Terraform/Pulumi infrastructure templates.

Kubernetes features that reached beta or GA in v1.35 to v1.37 (Dec 2025 to Aug 2026), newer than most models' training data.

Docker, Kubernetes, and AWS ECS/Fargate patterns.

Investigate Kubernetes workload, node, and control-plane issues using OTel telemetry (EDOT).

Debug live Azure Kubernetes Service (AKS) incidents with a read-only, evidence-first investigation.

Expert and Architect in Kubernetes Gateway API, capable of designing and implementing the Gateway API for Kubernetes.