docs: Minor link fixes (#5304)

tchughesiv · web-flow · commit 9306d06f45f8 · 2025-04-29T10:22:43.000-04:00
docs: minor link fixes

Signed-off-by: Tommy Hughes &lt;tohughes@redhat.com&gt;
diff --git a/docs/how-to-guides/running-feast-in-production.md b/docs/how-to-guides/running-feast-in-production.md
@@ -238,11 +238,11 @@ metadata:
 spec:
   feastProject: my_project
 ```
-{% hint style="success" %} More advanced FeatureStore CR examples can be found in the feast-operator [samples directory](../../infra/feast-operator/config/samples). {% endhint %}
+> _More advanced FeatureStore CR examples can be found in the feast-operator [samples directory](../../infra/feast-operator/config/samples)._
 
 For first-time Operator users, it may be a good exercise to try the [Feast Operator Quickstart](../../examples/operator-quickstart). The quickstart will demonstrate some of the Operator's built-in features, e.g. git repos, `feast apply` jobs, etc.
 
-{% hint style="success" %} Important note: [Scaling a Feature Store Deployment](https://kubernetes.io/docs/concepts/workloads/controllers/deployment/#scaling-a-deployment) should only be done if the configured data store(s) will support it.
+{% hint style="success" %} Important note: Scaling a Feature Store Deployment should only be done if the configured data store(s) will support it.
 
 Please check the how-to guide for some specific recommendations on [how to scale Feast](./scaling-feast.md). {% endhint %}
 
diff --git a/docs/reference/feature-servers/offline-feature-server.md b/docs/reference/feature-servers/offline-feature-server.md
@@ -13,7 +13,7 @@ There is a CLI command that starts the Offline feature server: `feast serve_offl
 
 ## Deploying as a service on Kubernetes
 
-See [this](../../how-to-guides/running-feast-in-production.md#42-deploy-feast-feature-servers-on-kubernetes) for an example on how to run Feast on Kubernetes using the Operator.
+See [this](../../how-to-guides/running-feast-in-production.md#id-4.2.-deploy-feast-feature-servers-on-kubernetes) for an example on how to run Feast on Kubernetes using the Operator.
 
 The Offline feature server can be deployed with a slight modification of the FeatureStore CR -
 ```yaml
diff --git a/docs/reference/feature-servers/python-feature-server.md b/docs/reference/feature-servers/python-feature-server.md
@@ -10,7 +10,7 @@ There is a CLI command that starts the server: `feast serve`. By default, Feast
 
 ## Deploying as a service
 
-See [this](../../how-to-guides/running-feast-in-production.md#42-deploy-feast-feature-servers-on-kubernetes) for an example on how to run Feast on Kubernetes using the Operator.
+See [this](../../how-to-guides/running-feast-in-production.md#id-4.2.-deploy-feast-feature-servers-on-kubernetes) for an example on how to run Feast on Kubernetes using the Operator.
 
 ## Example
 
