Tagged kubernetes

Run end-to-end tests in CI against real Kubernetes environments with mirrord

Install and configure the mirrord Operator for team and enterprise Kubernetes clusters

Scan a live Kubernetes environment for headers or IDs that mirrord can filter on

Install mirrord and run a first session against a Kubernetes target to verify it

Hunt exposed Kubernetes and Docker APIs, kubelet exec and container escapes

Guide authorized container and Kubernetes security tests including escape paths

Generate synthetic PCB inspection images with defect textures on Kubernetes

Check Kubernetes, GPU and storage prerequisites before installing CDF Orchestration

Select, patch and deploy NVIDIA Dynamo Kubernetes recipes for model serving

Launch, monitor and debug NeMo-RL training recipes on Kubernetes with nrl-k8s

Submit TAO training jobs as Kubernetes Jobs with NVIDIA GPU scheduling

Test container escapes from Docker, LXC and Kubernetes pods via sockets and cgroups

Test Kubernetes API servers, RBAC, service accounts and etcd for weaknesses

Triage production outages with logs, traces and Kubernetes debugging

Design cloud-native Kubernetes platforms with GitOps, service mesh and multi-tenancy

Assess Docker and Kubernetes containers for escape paths with the CDK toolkit

Test Kubernetes clusters for container escapes, API server exposure and RBAC abuse

Check Kubernetes ingress-nginx clusters for the IngressNightmare CVE-2025-1974 RCE

Test Istio service mesh authorization policies for Envoy sidecar bypasses

Discover services inside a Kubernetes cluster from a pod using DNS recon

Capture traffic from sidecar containers in shared pod networks to steal data

Exploit NFS, EFS and volume mounts in Kubernetes pods to read sensitive data

Abuse Kubernetes admission webhooks and policy engines like Kyverno and OPA

Discover Kubernetes services through DNS PTR, SRV and zone transfer probes

Plan and configure production AKS clusters with networking and upgrades

Containerize a web app and deploy it to an existing AKS cluster

Check Kubernetes manifests and clusters for AKS Automatic compatibility

Build Azure portal deep links to AKS, Kubernetes and VM blades

Harden CI/CD pipelines, containers and Kubernetes RBAC with secrets and SAST checks

Run GitOps deployments to Kubernetes with ArgoCD sync and progressive delivery

Configure Azure Kubernetes Service node pools, networking and integrations

Run GPU Kubernetes clusters with scheduling, autoscaling, MIG and cost controls

Build and release Helm charts with reusable templates and values

Apply Kubernetes security contexts, Pod Security Standards and network policies

Deploy, scale and troubleshoot Kubernetes workloads and cluster resources

Layer Kubernetes manifests with overlays and patches for each environment

Autoscale LLM inference on Kubernetes with KEDA, GPU metrics and spot nodes

Serve ML models on Kubernetes with KServe and Triton, including canary rollouts

Add preflight checks and CI guardrails to OpenClaw Docker and Kubernetes releases

Encrypt config files and Kubernetes secrets with Mozilla SOPS and KMS keys