diff --git a/.agents/AGENTS.md b/.agents/AGENTS.md
index 16a25bb5..33379171 100644
--- a/.agents/AGENTS.md
+++ b/.agents/AGENTS.md
@@ -10,9 +10,9 @@ When working on this project, always refer to the dedicated **NotebookLM Compani
 - Local model benchmark metrics and `llama-server` configurations
 
 ### Notebook Details
-- **Notebook Name:** `TriageGate-Architect-KB`
+- **Notebook Name:** `LLM-Routing-KB`
 - **Notebook ID:** `llm-triage-gateway`
-- **Notebook URL:** [TriageGate-Architect-KB](https://notebooklm.google.com/notebook/826cbd87-7969-4b0e-a38e-5517b5ab7d28)
+- **Notebook URL:** [LLM-Routing-KB](https://notebooklm.google.com/notebook/826cbd87-7969-4b0e-a38e-5517b5ab7d28)
 
 ### How to Query
 Use the `notebooklm` MCP tools to search or ask questions about this codebase and stack:
@@ -26,3 +26,59 @@ To prevent directory reorganization regressions, outdated file restorations, or
 2. **Directory Rename Safety**: If Git reports conflicts related to moved directories or files, do not manually stage deletions of tracked files from moved directories (e.g., under the old `tests/` or `scripts/` paths) or re-create files at the root level. Resolve conflicts by directing all changes and file operations to the newly refactored paths.
 3. **Verify Security Credentials**: Never accept resolutions that overwrite configuration files (`pod.yaml`, `start-stack.sh`) with hardcoded default passwords. Ensure placeholder-based configurations are preserved.
 4. **Enforce Test Suite Count**: Run the full unit test suite (`pytest`) after conflict resolution. Verify that the total number of passing tests is equal to or greater than before the resolution.
+
+## Production Deployment Checklist (boy user)
+
+### One-Time Host Prerequisites (already configured on x570.vendeuvre.lan)
+- `net.ipv4.ip_unprivileged_port_start=80` persisted in `/etc/sysctl.d/99-unprivileged-ports.conf`
+- Host firewall ports `80/tcp` and `443/tcp` opened in `firewalld` (e.g. `sudo firewall-cmd --zone=public --add-port=80/tcp --permanent && sudo firewall-cmd --zone=public --add-port=443/tcp --permanent && sudo firewall-cmd --reload`)
+- `boy` SSH host alias in `~/.ssh/config` — use `ssh boy` / `rsync ... boy:` throughout
+- Required mount directories created under `boy`'s home:
+  - `/mnt/DATA/boy/.gemini/`
+  - `/mnt/DATA/boy/.local/bin/agy` (copy of the `agy` binary)
+  - `/mnt/DATA/boy/.local/share/goose/`
+  - `/mnt/DATA/boy/.local/share/keyrings/`
+- HAProxy SSL cert: `/mnt/DATA/boy/haproxy/certs/vendeuvre.pem`
+- HAProxy config: `/mnt/DATA/boy/haproxy/haproxy.cfg`
+
+### Fresh Deploy Steps (after a PR is merged to master)
+```bash
+# 1. Clean up old deploy on boy
+ssh boy "rm -rf /mnt/DATA/boy/LLM-Routing"
+
+# 2. Clone fresh from master
+ssh boy "git clone https://github.com/sheepdestroyer/LLM-Routing.git /mnt/DATA/boy/LLM-Routing"
+
+# 3. Start the full stack (builds and launches all containers)
+ssh boy "cd /mnt/DATA/boy/LLM-Routing && ./start-stack.sh --full-rebuild"
+
+# 4. Start (or restart) production HAProxy
+ssh boy "podman rm -f production-haproxy || true"
+ssh boy "podman run -d --name production-haproxy --restart always --net host \
+  -v /mnt/DATA/boy/haproxy/haproxy.cfg:/usr/local/etc/haproxy/haproxy.cfg:ro \
+  -v /mnt/DATA/boy/haproxy/certs:/usr/local/etc/haproxy/certs:ro \
+  docker.io/library/haproxy:alpine"
+
+# 5. Start the host-side agy daemon 
+ssh boy "pkill -f host_agy_daemon.py || true"
+ssh boy "nohup python3 /mnt/DATA/boy/LLM-Routing/scripts/host_agy_daemon.py >/tmp/agy-daemon.log 2>&1 </dev/null &"
+
+# 6. Verify end-to-end
+# NOTE: -k is intentional — the HAProxy cert is self-signed (local CA).
+# Replace the cert with a trusted CA-signed cert to remove -k.
+ssh boy "curl -k -s --resolve x570.vendeuvre.lan:443:127.0.0.1 https://x570.vendeuvre.lan/llm-routing/dashboard" | head -5
+```
+
+### Notes
+- The `agy-daemon.service` systemd unit cannot be reloaded via `systemctl --user` from
+  the agent terminal (DBus is not connected). Start the daemon manually with `nohup` as
+  shown above, or instruct the user to run it in their own session.
+- **Sudo Password Precaution**: Always preserve exact bytes (including trailing spaces or newlines) when reading `~/.sudo_password` (e.g. `'your_password_here   '`). Stripping whitespace will cause authentication to fail.
+- `start-stack.sh` without `--full-rebuild` will do a fast pod restart (reuses images).
+  Use `--full-rebuild` after code changes or image updates.
+- **GitHub CLI Authentication**: If running `gh` commands fails with a 401 error, ensure that `GITHUB_TOKEN` is exported (e.g., mapped from `GITHUB_MCP_PAT` in `~/.bashrc` via `export GITHUB_TOKEN="$GITHUB_MCP_PAT"`).
+
+## GitHub API & Operations Policy
+When interacting with the GitHub API or performing repository/PR metadata operations:
+1. **Prefer `gh` CLI**: Always prefer using the GitHub CLI (`gh`) instead of executing raw `curl` commands.
+2. **REST API Fallback via `gh api`**: If standard `gh` commands (like `gh pr view`) fail due to missing GraphQL token scopes (e.g., `read:org`), use `gh api` to run REST queries against the endpoint (e.g., `gh api repos/{owner}/{repo}/pulls/{pr_number}/reviews`) as it does not require GraphQL scopes.
diff --git a/litellm/config.yaml b/litellm/config.yaml
index d1043342..61c477a2 100644
--- a/litellm/config.yaml
+++ b/litellm/config.yaml
@@ -90,14 +90,13 @@ model_list:
     max_input_tokens: 524288
     is_public_model_group: true
 
-# DISABLED 2026-06-08 — 20GB on disk, 23GB GTT (system RAM as GPU buffer).
-# Uncomment to re-enable once a lighter model replaces it.
-#- litellm_params:
-#    api_base: http://127.0.0.1:8080/v1
-#    api_key: local-token
-#    model: openai/qwen-35b-q4ks
-#    request_timeout: 300
-#  model_name: local-qwen-3.6
+# Re-enabled 2026-07-08 — llama.cpp on port 8081, alias local-qwen-3.6
+- litellm_params:
+    api_base: http://127.0.0.1:8081/v1
+    api_key: local-token
+    model: openai/local-qwen-3.6
+    request_timeout: 300
+  model_name: local-qwen-3.6
 - litellm_params:
     api_base: http://127.0.0.1:8080/v1
     api_key: local-token
diff --git a/pod.yaml b/pod.yaml
index fa8938ad..bd3a02a8 100644
--- a/pod.yaml
+++ b/pod.yaml
@@ -45,6 +45,10 @@ spec:
       value: LITELLM_MASTER_KEY_PLACEHOLDER
     - name: OLLAMA_API_KEY
       value: OLLAMA_API_KEY_PLACEHOLDER
+    - name: SERVER_ROOT_PATH
+      value: /llm-routing/litellm
+    - name: PROXY_BASE_URL
+      value: PROXY_BASE_URL_PLACEHOLDER
     image: ghcr.io/berriai/litellm:v1.91.0
     livenessProbe:
       exec:
@@ -62,7 +66,7 @@ spec:
         - python3
         - -c
         - import urllib.request; urllib.request.urlopen('http://localhost:4000/health/readiness')
-      initialDelaySeconds: 10
+      initialDelaySeconds: 45
       periodSeconds: 10
       timeoutSeconds: 5
     volumeMounts:
@@ -427,48 +431,48 @@ spec:
   restartPolicy: Always
   volumes:
   - hostPath:
-      path: /home/gpav/Vrac/LAB/AI/LLM-Routing/valkey-data
+      path: /mnt/DATA/boy/LLM-Routing/valkey-data
     name: valkey-storage
   - hostPath:
-      path: /home/gpav/Vrac/LAB/AI/LLM-Routing/litellm
+      path: /mnt/DATA/boy/LLM-Routing/litellm
     name: litellm-config
   - hostPath:
-      path: /home/gpav/Vrac/LAB/AI/LLM-Routing/router
+      path: /mnt/DATA/boy/LLM-Routing/router
     name: router-config
   - hostPath:
-      path: /home/gpav/Vrac/LAB/AI/LLM-Routing/postgres-data
+      path: /mnt/DATA/boy/LLM-Routing/postgres-data
     name: postgres-storage
   - hostPath:
-      path: /home/gpav/Vrac/LAB/AI/LLM-Routing/clickhouse-data
+      path: /mnt/DATA/boy/LLM-Routing/clickhouse-data
     name: clickhouse-storage
   - hostPath:
-      path: /home/gpav/Vrac/LAB/AI/LLM-Routing/redis-lf-data
+      path: /mnt/DATA/boy/LLM-Routing/redis-lf-data
     name: redis-lf-storage
   - hostPath:
-      path: /home/gpav/Vrac/LAB/AI/LLM-Routing/minio-data
+      path: /mnt/DATA/boy/LLM-Routing/minio-data
     name: minio-storage
   - hostPath:
-      path: /home/gpav/.gemini
+      path: /mnt/DATA/boy/.gemini
     name: gemini-secrets
   - hostPath:
-      path: /home/gpav/.local/share/goose
+      path: /mnt/DATA/boy/.local/share/goose
     name: goose-sessions
   - hostPath:
-      path: /home/gpav/.local/bin
+      path: /mnt/DATA/boy/.local/bin
     name: agy-bin
   - hostPath:
-      path: /run/user/1000/bus
+      path: /run/user/1002/bus
     name: dbus-socket
   - hostPath:
-      path: /home/gpav/.local/share/keyrings
+      path: /mnt/DATA/boy/.local/share/keyrings
     name: keyring-store
   - hostPath:
-      path: /run/user/1000
+      path: /run/user/1002
     name: xdg-runtime
   - hostPath:
-      path: /home/gpav/Vrac/LAB/AI/LLM-Routing
+      path: /mnt/DATA/boy/LLM-Routing
     name: env-file
   - hostPath:
-      path: /home/gpav/Vrac/LAB/AI/LLM-Routing/data
+      path: /mnt/DATA/boy/LLM-Routing/data
       type: DirectoryOrCreate
     name: dataset-data
diff --git a/router/free_models_roster.json b/router/free_models_roster.json
index 5f1dfe0c..8a71d4a5 100644
--- a/router/free_models_roster.json
+++ b/router/free_models_roster.json
@@ -42,6 +42,18 @@
       "score": 28.0,
       "context_length": 256000
     },
+    {
+      "id": "tencent/hy3:free",
+      "name": "Tencent: Hy3 (free)",
+      "score": 25.0,
+      "context_length": 262144
+    },
+    {
+      "id": "poolside/laguna-xs-2.1:free",
+      "name": "Poolside: Laguna XS 2.1 (free)",
+      "score": 25.0,
+      "context_length": 262144
+    },
     {
       "id": "cohere/north-mini-code:free",
       "name": "Cohere: North Mini Code (free)",
@@ -54,12 +66,7 @@
       "score": 25.0,
       "context_length": 128000
     },
-    {
-      "id": "openrouter/owl-alpha",
-      "name": "Owl Alpha",
-      "score": 25.0,
-      "context_length": 1048756
-    },
+
     {
       "id": "google/lyria-3-pro-preview",
       "name": "Google: Lyria 3 Pro Preview",
@@ -139,6 +146,6 @@
       "context_length": 32768
     }
   ],
-  "updated_at": "2026-06-24T18:40:15.482014Z",
-  "count": 23
+  "updated_at": "2026-07-08T22:55:47.271165Z",
+  "count": 24
 }
\ No newline at end of file
diff --git a/router/main.py b/router/main.py
index d8be6cfb..952758ed 100644
--- a/router/main.py
+++ b/router/main.py
@@ -21,6 +21,7 @@
 from circuit_breaker import get_breaker
 from pydantic import BaseModel, ConfigDict, Field, field_validator, model_validator, RootModel
 from typing import Dict, Optional, Union
+from urllib.parse import urlparse
 
 LITELLM_URL = (os.getenv("LITELLM_ADMIN_URL") or "http://127.0.0.1:4000").rstrip("/")
 LLAMA_SERVER_URL = (os.getenv("LLAMA_SERVER_URL") or "http://127.0.0.1:8080").rstrip(
@@ -3070,8 +3071,46 @@ async def get_dashboard_stats():
 
 
 @app.get("/dashboard", response_class=HTMLResponse)
-async def get_dashboard():
+async def get_dashboard(request: Request):
     """Render the router main dashboard HTML showing system metrics, health checks, and recent token usage."""
+    external_host_env = os.getenv("BASEURL") or os.getenv("BASE_URL")
+    if external_host_env:
+        if "://" not in external_host_env:
+            parsed = urlparse(f"http://{external_host_env}")
+        else:
+            parsed = urlparse(external_host_env)
+        external_host = parsed.hostname or "localhost"
+        external_netloc = parsed.netloc or "localhost"
+    else:
+        external_host = request.base_url.hostname or "localhost"
+        external_netloc = request.base_url.netloc or "localhost"
+
+    domain = os.getenv("ROUTING_DOMAIN") or "vendeuvre.lan"
+    if not isinstance(external_host, str) or not re.match(r"^[a-zA-Z0-9.-]+$", external_host):
+        external_host = "localhost"
+    if not isinstance(external_netloc, str) or not re.match(r"^[a-zA-Z0-9.-]+(?::\d+)?$", external_netloc):
+        external_netloc = "localhost"
+
+    # Enforce strict domain validation to prevent loose substring match bypasses (e.g., attacker-vendeuvre.lan)
+    is_valid_external = external_host == domain or external_host.endswith("." + domain)
+    is_valid_base = request.base_url.hostname == domain or (request.base_url.hostname or "").endswith("." + domain)
+
+    if is_valid_external:
+        langfuse_url = f"https://{external_netloc}/llm-routing/langfuse"
+        litellm_url = f"https://{external_netloc}/llm-routing/litellm/ui"
+        llama_url = f"https://{external_netloc}/llm-routing/llama/"
+    elif is_valid_base:
+        scheme = request.url.scheme if re.match(r"^(?:http|https)$", request.url.scheme) else "https"
+        netloc = request.url.netloc if re.match(r"^[a-zA-Z0-9.-]+(?::\d+)?$", request.url.netloc) else "localhost"
+        base = f"{scheme}://{netloc}"
+        langfuse_url = f"{base}/llm-routing/langfuse"
+        litellm_url = f"{base}/llm-routing/litellm/ui"
+        llama_url = f"{base}/llm-routing/llama/"
+    else:
+        langfuse_url = f"http://{external_host}:3001"
+        litellm_url = f"http://{external_host}:4000/ui"
+        llama_url = f"http://{external_host}:8080"
+
     data = await get_dashboard_data()
 
     # Unpack data for the f-string template
@@ -3710,7 +3749,7 @@ async def get_dashboard():
                     </div>
                     <div style="text-align: center; padding: 25px 20px;">
                         <p style="opacity: 0.7; margin-bottom: 14px; font-size: 14px;">Per-model usage, token consumption & cost are tracked with full trace detail in Langfuse.</p>
-                        <a href="http://localhost:3001" target="_blank" style="display: inline-block; padding: 8px 18px; background: rgba(232,121,249,0.12); color: #e879f9; border: 1px solid rgba(232,121,249,0.25); border-radius: 8px; text-decoration: none; font-weight: 600; font-size: 13px;">Open Langfuse Observability →</a>
+                        <a href="{langfuse_url}" target="_blank" style="display: inline-block; padding: 8px 18px; background: rgba(232,121,249,0.12); color: #e879f9; border: 1px solid rgba(232,121,249,0.25); border-radius: 8px; text-decoration: none; font-weight: 600; font-size: 13px;">Open Langfuse Observability →</a>
                     </div>
                 </div>
 
@@ -3846,15 +3885,15 @@ async def get_dashboard():
                         </a>
                     </div>
                     <div class="btn-group">
-                        <a href="http://localhost:3001" target="_blank" class="btn">
+                        <a href="{langfuse_url}" target="_blank" class="btn">
                             <span>{src_badge("LANGFUSE", "#e879f9")} Observability UI</span>
                             <span class="btn-arrow">→</span>
                         </a>
-                        <a href="http://localhost:4000/ui" target="_blank" class="btn">
+                        <a href="{litellm_url}" target="_blank" class="btn">
                             <span>{src_badge("LITELLM", "#34d399")} Admin UI</span>
                             <span class="btn-arrow">→</span>
                         </a>
-                        <a href="http://localhost:8080" target="_blank" class="btn">
+                        <a href="{llama_url}" target="_blank" class="btn">
                             <span>{src_badge("LLAMA.CPP", "#fb923c")} Server Router UI</span>
                             <span class="btn-arrow">→</span>
                         </a>
diff --git a/start-stack.sh b/start-stack.sh
index 7a1a7bac..42b151c0 100755
--- a/start-stack.sh
+++ b/start-stack.sh
@@ -511,7 +511,8 @@ if podman pod exists agent-router-pod 2>/dev/null; then
 fi
 
 render_pod_yaml() {
-    export WORKDIR HOME LITELLM_MASTER_KEY POSTGRES_PASSWORD NEXTAUTH_SECRET SALT ENCRYPTION_KEY LANGFUSE_INIT_USER_PASSWORD MINIO_ROOT_USER MINIO_ROOT_PASSWORD OLLAMA_API_KEY LANGFUSE_PUBLIC_KEY LANGFUSE_SECRET_KEY CLASSIFIER_INPUT_MAX_CHARS REDIS_AUTH CLICKHOUSE_PASSWORD
+    PUBLIC_BASE_URL="${PUBLIC_BASE_URL:-${BASE_URL:-${BASEURL:-https://x570.vendeuvre.lan/llm-routing}}}"
+    export WORKDIR HOME LITELLM_MASTER_KEY POSTGRES_PASSWORD NEXTAUTH_SECRET SALT ENCRYPTION_KEY LANGFUSE_INIT_USER_PASSWORD MINIO_ROOT_USER MINIO_ROOT_PASSWORD OLLAMA_API_KEY LANGFUSE_PUBLIC_KEY LANGFUSE_SECRET_KEY CLASSIFIER_INPUT_MAX_CHARS REDIS_AUTH CLICKHOUSE_PASSWORD PUBLIC_BASE_URL
     python3 - "$WORKDIR/pod.yaml" <<'PY'
 import os, sys, urllib.parse, json
 uid = os.getuid()
@@ -538,7 +539,8 @@ placeholders = [
     "MINIO_PASSWORD_PLACEHOLDER",
     "LANGFUSE_INIT_USER_PASSWORD_PLACEHOLDER",
     "REDIS_AUTH_PLACEHOLDER",
-    "CLICKHOUSE_PASSWORD_PLACEHOLDER"
+    "CLICKHOUSE_PASSWORD_PLACEHOLDER",
+    "PROXY_BASE_URL_PLACEHOLDER"
 ]
 for ph in placeholders:
     if ph not in text:
@@ -563,6 +565,10 @@ text = text.replace("MINIO_PASSWORD_PLACEHOLDER", yaml_scalar(os.environ["MINIO_
 text = text.replace("LANGFUSE_INIT_USER_PASSWORD_PLACEHOLDER", yaml_scalar(os.environ["LANGFUSE_INIT_USER_PASSWORD"]))
 text = text.replace("REDIS_AUTH_PLACEHOLDER", yaml_scalar(os.environ["REDIS_AUTH"]))
 text = text.replace("CLICKHOUSE_PASSWORD_PLACEHOLDER", yaml_scalar(os.environ["CLICKHOUSE_PASSWORD"]))
+# Derive PROXY_BASE_URL from PUBLIC_BASE_URL
+public_base_url = os.environ["PUBLIC_BASE_URL"].rstrip("/")
+proxy_base_url = f"{public_base_url}/litellm"
+text = text.replace("PROXY_BASE_URL_PLACEHOLDER", yaml_scalar(proxy_base_url))
 import re
 unresolved = sorted(set(re.findall(r"\b[A-Z0-9_]+_PLACEHOLDER\b", text)))
 if unresolved:
@@ -596,13 +602,18 @@ if podman pod exists agent-router-pod 2>/dev/null; then
         podman pod restart agent-router-pod
         setup_minio_buckets
         verify_stack_health
+        # Derive base URLs from configuration/env with sensible defaults
+        PUBLIC_BASE_URL="${PUBLIC_BASE_URL:-https://x570.vendeuvre.lan/llm-routing}"
+        LOCAL_BASE_URL="${LOCAL_BASE_URL:-http://localhost:5000}"
+
         echo ""
         echo "========================================================================="
         echo "🎉 SUCCESS: LLM Triage Gateway restarted!"
-        echo "📍 Entry endpoint  : http://localhost:5000/v1"
-        echo "⚙️  Dashboard URL  : http://localhost:5000/dashboard"
+        echo "📍 Entry endpoint  : ${PUBLIC_BASE_URL}/v1"
+        echo "   (local)          : ${LOCAL_BASE_URL}/v1"
+        echo "⚙️  Dashboard URL  : ${PUBLIC_BASE_URL}/dashboard"
         echo "🔑 Gateway API Key : gateway-pass"
-        echo "🔐 LiteLLM Admin UI: http://localhost:4000/ui"
+        echo "🔐 LiteLLM Admin UI: ${PUBLIC_BASE_URL}/litellm/ui"
         echo "   Username: admin  |  Password: $LITELLM_MASTER_KEY"
         echo "========================================================================="
         exit 0
@@ -619,11 +630,16 @@ else
     verify_stack_health
 fi
 
+# Derive base URLs from configuration/env with sensible defaults
+PUBLIC_BASE_URL="${PUBLIC_BASE_URL:-https://x570.vendeuvre.lan/llm-routing}"
+LOCAL_BASE_URL="${LOCAL_BASE_URL:-http://localhost:5000}"
+
 echo "========================================================================="
 echo "🎉 SUCCESS: LLM Triage Gateway successfully deployed!"
-echo "📍 Entry endpoint  : http://localhost:5000/v1"
-echo "⚙️  Dashboard URL : http://localhost:5000/dashboard"
+echo "📍 Entry endpoint  : ${PUBLIC_BASE_URL}/v1"
+echo "   (local)          : ${LOCAL_BASE_URL}/v1"
+echo "⚙️  Dashboard URL : ${PUBLIC_BASE_URL}/dashboard"
 echo "🔑 Gateway API Key : gateway-pass"
-echo "🔐 LiteLLM Admin UI: http://localhost:4000/ui"
+echo "🔐 LiteLLM Admin UI: ${PUBLIC_BASE_URL}/litellm/ui"
 echo "   Username: admin  |  Password: $LITELLM_MASTER_KEY"
 echo "========================================================================="