diff --git a/docs/getting-started/in-cluster-operator.md b/docs/getting-started/in-cluster-operator.md
index 5e8229a..ae0bfdf 100644
--- a/docs/getting-started/in-cluster-operator.md
+++ b/docs/getting-started/in-cluster-operator.md
@@ -25,7 +25,7 @@ Whatever backend you are using, you need to make sure to have a secret that work
 For instance, this means you will need to install your OpenAI token as a secret into the cluster:
 
 ```bash
-kubectl create secret generic k8sgpt-sample-secret --from-literal=openai-api-key=$OPENAI_TOKEN -n default
+kubectl create secret generic k8sgpt-sample-secret --from-literal=openai-api-key=$OPENAI_TOKEN -n k8sgpt-operator-system
 ```
 
 ## Deploying a K8sGPT resource
@@ -50,7 +50,7 @@ spec:
     # anonymized: false
     # language: english
   noCache: false
-  version: v0.3.8
+  version: v0.3.17
   # filters:
   #   - Ingress
   # sink:
@@ -62,7 +62,7 @@ spec:
 EOF
 ```
 
-Please replace the `<VERSION>` field with the [current release of K8sGPT](https://github.com/k8sgpt-ai/k8sgpt/releases). At the time of writing this is `v0.3.6`.
+Please replace the `<VERSION>` field with the [current release of K8sGPT](https://github.com/k8sgpt-ai/k8sgpt/releases). At the time of writing this is `v0.3.17`.
 
 ### Regarding out-of-cluster traffic to AI backends
 
diff --git a/docs/reference/operator/overview.md b/docs/reference/operator/overview.md
index 2ab397e..efef71d 100644
--- a/docs/reference/operator/overview.md
+++ b/docs/reference/operator/overview.md
@@ -61,5 +61,5 @@ serviceMonitor:
 
 The new `values.yaml` manifest can then be provided upon installing the Operator inside the cluster:
 ```bash
-helm install release k8sgpt/k8sgpt-operator --values values.yaml
+helm update --install release k8sgpt/k8sgpt-operator --values values.yaml
 ```
diff --git a/mkdocs.yml b/mkdocs.yml
index a3d942b..1a108d6 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -21,6 +21,8 @@ nav:
           - Overview: reference/cli/index.md
           - Integration and Filter: reference/cli/filters.md
           - Serve mode: reference/cli/serve-mode.md
+      - Providers:
+          - Overview: reference/providers/backend.md
       - Operator:
           - Overview: reference/operator/overview.md
           - Advanced Installation Options: reference/operator/advanced-installation.md
@@ -28,8 +30,6 @@ nav:
           - Guidelines: reference/guidelines/guidelines.md
           - Community: reference/guidelines/community.md
           - Privacy: reference/guidelines/privacy.md
-      - Providers:
-          - Overview: reference/providers/backend.md
   - Explanation: 
       - Integration: explanation/integrations.md
       - Caching: explanation/caching.md