From Proxmox to Production: Deploying an AI Agent on Kubernetes скачать в хорошем качестве

From Proxmox to Production: Deploying an AI Agent on Kubernetes

In this series I build a production-grade Kubernetes cluster on a Dell PowerEdge R640 running Proxmox. The cluster runs k3s with Cilium CNI, MetalLB for bare metal load balancing, Longhorn for distributed storage, and NGINX Ingress for external access. Secrets are managed with Sealed Secrets. Network policies enforce least-privilege egress so the agent can only reach the lab devices and the Anthropic API. What I cover in this series: k3s cluster deployment on Proxmox VMs Cilium eBPF networking with MetalLB L2 integration VLAN segmentation between the K8s cluster and the network lab Persistent storage with Longhorn for ChromaDB and the GAIT audit repo Deploying the full agent stack (FastAPI, ChromaDB, Redis, BM25) Sealed Secrets for API key management CI/CD from GitHub Actions to the cluster Network policy design aligned with the OWASP Agentic Top 10 Hardware: Dell PowerEdge R640, dual Xeon Gold 6154, 320GB RAM, 4TB SSD. Dev machine: Mac Mini M4 Pro, 64GB RAM. GitHub repo: https://github.com/E-Conners-Lab/Prox... (build docs in the docs folder) The Tech-E: https://thetech-e.com