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+# WIP: Local AI Stack on Unraid
+
+**Status:** Planning  
+**Created:** 2026-01-25  
+
+---
+
+## Overview
+
+Deploy a hardware-accelerated local AI stack on Unraid (192.168.31.2), initially on N100 (Intel iGPU) with future migration path to N5 Air (AMD 780M iGPU).
+
+---
+
+## Phase 1: Local AI Configuration (Current N100)
+
+### 1. Hardware-Accelerated AI Stack
+
+Install via Community Applications (Apps) tab:
+
+| App | Purpose | Configuration |
+|-----|---------|---------------|
+| Intel GPU Top | N100 QuickSync iGPU support | Required for GPU acceleration |
+| Ollama | LLM runtime | Extra Parameters: `--device /dev/dri` |
+| Open WebUI | Chat interface | `OLLAMA_BASE_URL=http://192.168.31.2:11434` |
+
+**Ollama Docker Template:**
+```
+Extra Parameters: --device /dev/dri
+Port: 11434
+```
+
+**Open WebUI Docker Template:**
+```
+OLLAMA_BASE_URL=http://192.168.31.2:11434
+Port: 3080 (or available port)
+```
+
+**PWA Setup:** Open WebUI on phone/tablet → "Add to Home Screen" for native experience.
+
+### 2. SSH Bridge & Terminal Agent (Aider)
+
+**SSH Key Setup on Unraid:**
+```bash
+# Create directory
+mkdir -p /mnt/user/appdata/ssh_keys
+
+# Generate AI agent key
+ssh-keygen -t ed25519 -f /mnt/user/appdata/ssh_keys/ai_agent -N ""
+
+# Deploy to MikroTik (via existing key)
+# The AI can then manage MikroTik remotely
+```
+
+**Aider Configuration:**
+```bash
+export OLLAMA_API_BASE=http://192.168.31.2:11434
+aider --model ollama_chat/qwen2.5-coder:14b
+```
+
+### 3. Sanitized Knowledge Base
+
+Upload `topology.md` to Open WebUI → Workspace → Knowledge section.
+
+---
+
+## Phase 2: Hardware Migration (N100 → N5 Air)
+
+### 1. Clean Break (On N100)
+
+1. Stop all Docker containers
+2. Stop Array: Main tab → Stop
+3. Disable Auto-Start: Settings → Disk Settings → Enable Auto-Start: No
+4. Uninstall "Intel GPU Top" plugin
+5. Shutdown N100
+
+### 2. N5 Air BIOS Configuration
+
+Move Unraid USB and drives to N5 Air. Boot to BIOS (F2/Del):
+
+| Setting | Value | Purpose |
+|---------|-------|---------|
+| SVM Mode / AMD-V | Enabled | Virtualization |
+| UMA Frame Buffer Size | 8GB-16GB | RAM allocation for Radeon 780M |
+| IOMMU | Enabled | Device passthrough |
+
+### 3. N5 Air Integration
+
+1. Boot Unraid on N5 Air
+2. Install "AMD GPU Top" from Apps
+3. Update Ollama Docker:
+   ```
+   Extra Parameters: --device /dev/dri
+   Environment: HSA_OVERRIDE_GFX_VERSION=11.0.0
+   ```
+4. CPU Pinning: Settings → CPU Pinning → Assign 8-12 threads to Ollama
+
+---
+
+## Phase 3: Network Topology for AI
+
+```markdown
+## Network Map
+- **Gateway/DNS:** 192.168.31.1 (MikroTik hAP ax³)
+- **Unraid Server:** 192.168.31.2 (Docker host, AI stack)
+- **AdGuard DNS:** 192.168.31.4 (macvlan on Unraid)
+- **MikroTik AdGuard:** 172.17.0.2 (container, primary DNS)
+- **MikroTik Tailscale:** 172.17.0.3 (container, VPN)
+
+## AI-Manageable Hosts
+| Host | IP | SSH Port | Key |
+|------|-----|----------|-----|
+| Unraid | 192.168.31.2 | 422 | id_ed25519_unraid |
+| MikroTik | 192.168.31.1 | 2222 | mikrotik_key |
+
+## Services
+| Service | URL |
+|---------|-----|
+| Gitea | https://git.xtrm-lab.org |
+| Woodpecker CI | https://ci.xtrm-lab.org |
+| AdGuard (MikroTik) | http://192.168.31.1:3000 |
+| AdGuard (Unraid) | http://192.168.31.4 |
+| Ollama API | http://192.168.31.2:11434 |
+| Open WebUI | http://192.168.31.2:3080 |
+
+## Operational Protocol
+1. Use SSH keys for all remote commands
+2. Verify container status before changes: `docker ps` or `/container print`
+3. Never output raw passwords or credentials
+4. Document all infrastructure changes in git repo
+```
+
+---
+
+## Tasks
+
+- [ ] Install Intel GPU Top plugin on Unraid
+- [ ] Deploy Ollama with `--device /dev/dri`
+- [ ] Configure Open WebUI with Ollama endpoint
+- [ ] Generate AI agent SSH key
+- [ ] Deploy key to MikroTik for remote management
+- [ ] Install Aider on workstation
+- [ ] Create and upload topology.md to Open WebUI
+- [ ] Test AI queries against infrastructure
+- [ ] (Future) Migrate to N5 Air hardware
+
+## Notes
+
+- Current infrastructure repo: https://git.xtrm-lab.org/jazzymc/infrastructure
+- MikroTik containers use bridge network 172.17.0.0/24
+- Unraid SSH on non-standard port 422