diff --git a/apps/litellm/Chart.yaml b/apps/litellm/Chart.yaml
index aadef7f..bfce121 100644
--- a/apps/litellm/Chart.yaml
+++ b/apps/litellm/Chart.yaml
@@ -10,6 +10,3 @@ dependencies:
     alias: litellm
     version: 1.84.0
     repository: oci://ghcr.io/berriai
-  - name: oauth2-proxy
-    version: 10.4.3
-    repository: https://oauth2-proxy.github.io/manifests
diff --git a/apps/litellm/README.md b/apps/litellm/README.md
index 1c8ea61..ba36fd3 100644
--- a/apps/litellm/README.md
+++ b/apps/litellm/README.md
@@ -4,7 +4,7 @@ LiteLLM is the cluster-local LLM proxy for OpenWebUI. It routes requests to the
 external llama.cpp OpenAI-compatible endpoint at `http://framework-llm:8080/v1`.
 
 The public dashboard is exposed at `https://litellm.noxxos.nl` through
-OAuth2 Proxy and Authentik. API clients should use LiteLLM bearer keys.
+LiteLLM's native Authentik SSO. API clients should use LiteLLM bearer keys.
 
 ## Secrets
 
@@ -28,7 +28,7 @@ kubectl -n open-webui create secret generic litellm-secrets \
 two OpenAI-compatible endpoints: its internal Pipelines service first, then
 LiteLLM.
 
-Create an Authentik OAuth2/OIDC provider and application for OAuth2 Proxy.
+Create an Authentik OAuth2/OIDC provider and application for LiteLLM.
 
 External URL:
 
@@ -39,20 +39,28 @@ https://litellm.noxxos.nl
 Allowed redirect URI:
 
 ```text
-https://litellm.noxxos.nl/oauth2/callback
+https://litellm.noxxos.nl/sso/callback
 ```
 
-Create the OAuth2 Proxy secret:
+Launch URL:
+
+```text
+https://litellm.noxxos.nl/ui
+```
+
+Include the scopes `openid profile email litellm_role`.
+
+Create an Authentik scope mapping named `litellm_role`:
+
+```python
+if ak_is_group_member(request.user, name="admins"):
+    return {"litellm_role": "proxy_admin"}
+return {"litellm_role": "internal_user"}
+```
+
+Create the LiteLLM SSO secret:
 
 ```bash
-kubectl -n litellm create secret generic litellm-oauth2-proxy \
-  --from-literal=client-id='<authentik-client-id>' \
-  --from-literal=client-secret='<authentik-client-secret>' \
-  --from-literal=cookie-secret='<32-byte-base64-cookie-secret>'
-```
-
-Generate a cookie secret with:
-
-```bash
-openssl rand -base64 32 | head -c 32 | base64
+kubectl -n litellm create secret generic litellm-sso \
+  --from-literal=GENERIC_CLIENT_SECRET='<authentik-client-secret>'
 ```
diff --git a/apps/litellm/values.yaml b/apps/litellm/values.yaml
index fdb1b34..c18bb9e 100644
--- a/apps/litellm/values.yaml
+++ b/apps/litellm/values.yaml
@@ -19,6 +19,8 @@ litellm:
 
   masterkeySecretName: litellm-secrets
   masterkeySecretKey: master-key
+  environmentSecrets:
+    - litellm-sso
   environmentConfigMaps:
     - litellm-env
 
@@ -54,22 +56,37 @@ litellm:
           model: openai/qwen3.6-27B
           api_base: http://framework-llm:8080/v1
           api_key: not-needed
+        model_info:
+          mode: chat
       - model_name: qwen3-122b-a10b
         litellm_params:
           model: openai/qwen3.5-122B-A10B
           api_base: http://framework-llm:8080/v1
           api_key: not-needed
+        model_info:
+          mode: chat
       - model_name: qwen35-4b
         litellm_params:
           model: openai/qwen35-4b
           api_base: http://framework-llm:8080/v1
           api_key: not-needed
+        model_info:
+          mode: chat
     general_settings:
       master_key: os.environ/PROXY_MASTER_KEY
     litellm_settings:
       drop_params: true
 
   envVars:
+    GENERIC_CLIENT_ID: litellm
+    GENERIC_AUTHORIZATION_ENDPOINT: https://sso.noxxos.nl/application/o/authorize/
+    GENERIC_TOKEN_ENDPOINT: https://sso.noxxos.nl/application/o/token/
+    GENERIC_USERINFO_ENDPOINT: https://sso.noxxos.nl/application/o/userinfo/
+    GENERIC_SCOPE: openid profile email litellm_role
+    GENERIC_USER_ROLE_ATTRIBUTE: litellm_role
+    PROXY_BASE_URL: https://litellm.noxxos.nl
+    PROXY_LOGOUT_URL: https://sso.noxxos.nl/application/o/litellm/end-session/
+    AUTO_REDIRECT_UI_LOGIN_TO_SSO: "true"
     DD_ENV: production
     DD_SERVICE: litellm
     USE_DDTRACE: "false"
@@ -161,49 +178,23 @@ litellm:
         storageClassName: ceph-bucket
         additionalConfig:
           maxSize: "50Gi"
-
-oauth2-proxy:
-  config:
-    existingSecret: litellm-oauth2-proxy
-    emailDomains:
-      - "*"
-    configFile: |-
-      provider = "oidc"
-      oidc_issuer_url = "https://sso.noxxos.nl/application/o/litellm/"
-      insecure_oidc_allow_unverified_email = true
-      redirect_url = "https://litellm.noxxos.nl/oauth2/callback"
-      upstreams = [ "http://litellm:4000" ]
-      email_domains = [ "*" ]
-      reverse_proxy = true
-      trusted_proxy_ips = [ "10.244.0.0/16" ]
-      set_xauthrequest = true
-      skip_provider_button = true
-      cookie_secure = true
-      cookie_samesite = "lax"
-      cookie_domains = [ ".noxxos.nl" ]
-      whitelist_domains = [ ".noxxos.nl" ]
-
-  service:
-    type: ClusterIP
-    portNumber: 80
-
-  gatewayApi:
-    enabled: true
-    gatewayRef:
-      name: traefik-gateway
-      namespace: traefik
-      sectionName: websecure
-    hostnames:
-      - litellm.noxxos.nl
-    rules:
-      - matches:
-          - path:
-              type: PathPrefix
-              value: /
-
-  resources:
-    requests:
-      cpu: 50m
-      memory: 128Mi
-    limits:
-      memory: 256Mi
+    - apiVersion: gateway.networking.k8s.io/v1
+      kind: HTTPRoute
+      metadata:
+        name: litellm
+        namespace: litellm
+      spec:
+        parentRefs:
+          - name: traefik-gateway
+            namespace: traefik
+            sectionName: websecure
+        hostnames:
+          - litellm.noxxos.nl
+        rules:
+          - matches:
+              - path:
+                  type: PathPrefix
+                  value: /
+            backendRefs:
+              - name: litellm
+                port: 4000