Architecture Vault

Production-grade infrastructure patterns and deployment blueprints. Use these guides to provision, harden, and scale your systems.

Topics: All AI Stack Security Networking

Automating Bare-Metal GPU Server Setup: Ansible Playbook for Drivers, Docker, and CUDA 12

Verified • Lvl: Intermediate • 30 Minutes

Complete Ansible playbook for automated provisioning of bare-metal GPU servers with NVIDIA drivers, Docker Engine, and Container Toolkit.

AnsibleLinuxNVIDIADocker
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Installing NVIDIA GPU Operator on Lightweight K3s Kubernetes Clusters for AI Pods

Verified • Lvl: Advanced • 60 Minutes

Production architectural blueprint for deploying NVIDIA GPU Operator on K3s Kubernetes clusters to orchestrate GPU-accelerated container pods.

KubernetesK3sNVIDIAHelm
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Secure Sovereign AI Infrastructure Blueprint: OPNsense + Docker

Stable • Lvl: Advanced • 90 Minutes

Complete production-ready architecture blueprint for building an isolated, zero-trust home lab or edge server for private LLMs.

OPNsenseDockerLinuxvLLMNVIDIA
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Private AI Stack: Ollama, Open WebUI, OPNsense, and Terraform

Stable • Lvl: Advanced • 2 Hours

Reference architecture for private LLM workloads. Includes Docker Compose, OPNsense VLAN isolation, and Terraform provisioning.

OPNsenseDocker ComposeOllamaOpen WebUITerraform
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RunPod Terraform Provider: Complete IaC GPU Provisioning Guide

Stable • Lvl: Advanced • 45 Minutes

Step-by-step guide to provisioning GPU instances on RunPod using the official Terraform provider. Includes HCL syntax, network volumes, and spot instances.

TerraformRunPod APIDockerNVIDIA CUDA
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