docs(services): add Ollama iGPU (Radeon 780M / ROCm) entry

- Document ollama migrated to Dockge stack on ollama/ollama:rocm with
  gfx1103 enablement (HSA_OVERRIDE_GFX_VERSION=11.0.0, OLLAMA_IGPU_ENABLE=1)
- Verified Ornith 1.0 9B runs 100% on the 780M iGPU (~11 tok/s)
- CHANGELOG entry for 2026-06-29
- (also includes previously-uncommitted Development services section
  already present in the working tree)

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

docs/03-SERVICES-OTHER.md

@@ -1,6 +1,6 @@
 # Other Services
 
-**Last Updated:** 2026-05-05
+**Last Updated:** 2026-06-29
 
 Non-critical services that enhance functionality but don't affect core network operation.
 
@@ -308,18 +308,6 @@ Non-critical services that enhance functionality but don't affect core network o
 
 **Purpose:** Mesh VPN for remote access
 
----
-
-## AI / LLM
-
-### Ollama
-
-| Component | Port |
-|-----------|------|
-| ollama | 11434 |
-
-**Purpose:** Local LLM inference server
-
 ### Open WebUI
 
 | Component | Port |
@@ -415,6 +403,42 @@ Non-critical services that enhance functionality but don't affect core network o
 
 ---
 
+## Development
+
+### OpenVSCode Server (Web IDE)
+
+| Network | Port | URL |
+|---------|------|-----|
+| host | 3100 | https://code.xtrm-lab.org |
+
+**Purpose:** Web-based VS Code IDE with full host access
+**Auth:** Authentik forward auth (SSO)
+**Binary:** `/mnt/user/appdata/openvscode/current/` (host-native, not a container)
+**Config:** `/mnt/user/appdata/openvscode/config/`
+**Workspace:** `/mnt/user/projects/` (12 personal repos + 18 AMPECO projects)
+**See:** `12-DEVELOPMENT-ENVIRONMENT.md`
+
+### Claude Code
+
+| Network | Version |
+|---------|---------|
+| host | 2.1.71 |
+
+**Purpose:** AI coding assistant CLI
+**Binary:** `/mnt/user/appdata/claude-code/.npm-global/bin/claude`
+**Config:** `/mnt/user/appdata/claude-code/.claude/`
+
+### Cooperator CLI
+
+| Network | Version |
+|---------|---------|
+| host | 3.36.1 |
+
+**Purpose:** AI-driven development workflow automation (AMPECO)
+**Binary:** `/usr/local/lib/node_modules/@ampeco/cooperator/`
+
+---
+
 ## Container Management
 
 ### Dockge
@@ -466,6 +490,35 @@ Non-critical services that enhance functionality but don't affect core network o
 
 ---
 
+## AI / LLM
+
+### Ollama (Local LLM Inference)
+
+| Network | Port |
+|---------|------|
+| bridge | 11434 |
+
+**Purpose:** Local LLM inference, GPU-accelerated on the integrated AMD Radeon 780M (gfx1103) via ROCm 7.2.
+**Image:** `ollama/ollama:rocm` (Dockge stack — replaced old `dockerman` template `my-ollama.xml`)
+**API:** http://192.168.10.20:11434
+**Data:** `/mnt/user/appdata/ollama`
+**Stack:** `/mnt/user/appdata/dockge/stacks/ollama/compose.yaml`
+
+**iGPU enablement** (gfx1103 not on AMD's official ROCm allowlist):
+
+| Setting | Value |
+|---------|-------|
+| `HSA_OVERRIDE_GFX_VERSION` | 11.0.0 (report 780M as gfx1100) |
+| `OLLAMA_IGPU_ENABLE` | 1 (Ollama 0.30+ drops iGPUs otherwise) |
+| `OLLAMA_FLASH_ATTENTION` | 1 |
+| `OLLAMA_KV_CACHE_TYPE` | q8_0 |
+| devices | `/dev/kfd`, `/dev/dri` |
+| group_add | `18` (video) |
+
+**Verified:** Ornith 1.0 9B GGUF runs 100% on GPU (33/33 layers), ~11 tok/s. iGPU is RAM-bandwidth bound (shared GTT, ~23 GiB addressable). 9B fits; 35B RAM-tight (no swap); 397B not feasible.
+
+---
+
 ## Stopped/Disabled Services
 
 | Service | Reason | Status |

docs/CHANGELOG.md

@@ -2,6 +2,14 @@
 
 **Purpose:** Major infrastructure events only. Minor changes are in git commit messages.
 
+---
+## 2026-06-29
+
+### Ollama GPU acceleration on Radeon 780M iGPU
+- **[OLLAMA]** Migrated ollama from Unraid `dockerman` template (CPU image, no devices) to a Dockge stack using `ollama/ollama:rocm`
+- **[OLLAMA]** Enabled AMD Radeon 780M (gfx1103) ROCm offload via `HSA_OVERRIDE_GFX_VERSION=11.0.0` + `OLLAMA_IGPU_ENABLE=1`, passing `/dev/kfd` and `/dev/dri`
+- **[OLLAMA]** Verified Ornith 1.0 9B GGUF runs 100% on GPU (33/33 layers), ~11 tok/s; iGPU is RAM-bandwidth bound
+
 ---
 ## 2026-05-05