diff --git a/docs/content/latest/explore/auto-sharding-docker.md b/docs/content/latest/explore/auto-sharding-docker.md
index 90452d5133ad..3f15679a421f 100644
--- a/docs/content/latest/explore/auto-sharding-docker.md
+++ b/docs/content/latest/explore/auto-sharding-docker.md
@@ -27,7 +27,7 @@ menu:
 <!--
   <li >
     <a href="/latest/explore/auto-sharding-docker" class="nav-link active">
-      <i class="fab fa-dockers" aria-hidden="true"></i>
+      <i class="fab fa-docker" aria-hidden="true"></i>
       Docker
     </a>
   </li>
diff --git a/docs/content/latest/explore/auto-sharding-kubernetes.md b/docs/content/latest/explore/auto-sharding-kubernetes.md
index 7dcce1256b90..89d0802b3756 100644
--- a/docs/content/latest/explore/auto-sharding-kubernetes.md
+++ b/docs/content/latest/explore/auto-sharding-kubernetes.md
@@ -27,7 +27,7 @@ menu:
 <!--
   <li >
     <a href="/latest/explore/auto-sharding-docker" class="nav-link">
-      <i class="fab fa-dockers" aria-hidden="true"></i>
+      <i class="fab fa-docker" aria-hidden="true"></i>
       Docker
     </a>
   </li>
diff --git a/docs/content/latest/explore/auto-sharding-linux.md b/docs/content/latest/explore/auto-sharding-linux.md
index f7a05150ba07..5acef32fc6e9 100644
--- a/docs/content/latest/explore/auto-sharding-linux.md
+++ b/docs/content/latest/explore/auto-sharding-linux.md
@@ -27,7 +27,7 @@ menu:
 <!--
   <li >
     <a href="/latest/explore/auto-sharding-docker" class="nav-link">
-      <i class="fab fa-dockers" aria-hidden="true"></i>
+      <i class="fab fa-docker" aria-hidden="true"></i>
       Docker
     </a>
   </li>
@@ -35,7 +35,7 @@ menu:
 <!--
   <li >
     <a href="/latest/explore/auto-sharding-kubernetes" class="nav-link">
-      <i class="fab fa-cubes" aria-hidden="true"></i>
+      <i class="fas fa-cubes" aria-hidden="true"></i>
       Kubernetes
     </a>
   </li>
diff --git a/docs/content/latest/explore/auto-sharding-macos.md b/docs/content/latest/explore/auto-sharding-macos.md
index 783d462120bd..9b26efe4183f 100644
--- a/docs/content/latest/explore/auto-sharding-macos.md
+++ b/docs/content/latest/explore/auto-sharding-macos.md
@@ -34,7 +34,7 @@ menu:
 <!--
   <li >
     <a href="/latest/explore/auto-sharding-docker" class="nav-link">
-      <i class="fab fa-dockers" aria-hidden="true"></i>
+      <i class="fab fa-docker" aria-hidden="true"></i>
       Docker
     </a>
   </li>
@@ -42,7 +42,7 @@ menu:
 <!--
   <li >
     <a href="/latest/explore/auto-sharding-kubernetes" class="nav-link">
-      <i class="fab fa-cubes" aria-hidden="true"></i>
+      <i class="fas fa-cubes" aria-hidden="true"></i>
       Kubernetes
     </a>
   </li>
diff --git a/docs/content/latest/explore/fault-tolerance-docker.md b/docs/content/latest/explore/fault-tolerance-docker.md
index 65851a548ae1..1136b3369139 100644
--- a/docs/content/latest/explore/fault-tolerance-docker.md
+++ b/docs/content/latest/explore/fault-tolerance-docker.md
@@ -27,14 +27,14 @@ menu:
 
   <li >
     <a href="/latest/explore/fault-tolerance-docker" class="nav-link active">
-      <i class="fab fa-dockers" aria-hidden="true"></i>
+      <i class="fab fa-docker" aria-hidden="true"></i>
       Docker
     </a>
   </li>
 
   <li >
     <a href="/latest/explore/fault-tolerance-kubernetes" class="nav-link">
-      <i class="fab fa-cubes" aria-hidden="true"></i>
+      <i class="fas fa-cubes" aria-hidden="true"></i>
       Kubernetes
     </a>
   </li>
diff --git a/docs/content/latest/explore/fault-tolerance-kubernetes.md b/docs/content/latest/explore/fault-tolerance-kubernetes.md
index 97a9e4781f0d..e056848c7e61 100644
--- a/docs/content/latest/explore/fault-tolerance-kubernetes.md
+++ b/docs/content/latest/explore/fault-tolerance-kubernetes.md
@@ -27,14 +27,14 @@ menu:
 
   <li >
     <a href="/latest/explore/fault-tolerance-docker" class="nav-link">
-      <i class="fab fa-dockers" aria-hidden="true"></i>
+      <i class="fab fa-docker" aria-hidden="true"></i>
       Docker
     </a>
   </li>
 
   <li >
     <a href="/latest/explore/fault-tolerance-kubernetes" class="nav-link active">
-      <i class="fab fa-cubes" aria-hidden="true"></i>
+      <i class="fas fa-cubes" aria-hidden="true"></i>
       Kubernetes
     </a>
   </li>
diff --git a/docs/content/latest/explore/fault-tolerance-linux.md b/docs/content/latest/explore/fault-tolerance-linux.md
index a47a4f71ce8d..9e4bf2dbea77 100644
--- a/docs/content/latest/explore/fault-tolerance-linux.md
+++ b/docs/content/latest/explore/fault-tolerance-linux.md
@@ -27,14 +27,14 @@ menu:
 
   <li >
     <a href="/latest/explore/fault-tolerance-docker" class="nav-link">
-      <i class="fab fa-dockers" aria-hidden="true"></i>
+      <i class="fab fa-docker" aria-hidden="true"></i>
       Docker
     </a>
   </li>
 
   <li >
     <a href="/latest/explore/fault-tolerance-kubernetes" class="nav-link">
-      <i class="fab fa-cubes" aria-hidden="true"></i>
+      <i class="fas fa-cubes" aria-hidden="true"></i>
       Kubernetes
     </a>
   </li>
diff --git a/docs/content/latest/explore/fault-tolerance-macos.md b/docs/content/latest/explore/fault-tolerance-macos.md
index 920b2a3bbf25..c82a35657044 100644
--- a/docs/content/latest/explore/fault-tolerance-macos.md
+++ b/docs/content/latest/explore/fault-tolerance-macos.md
@@ -32,14 +32,14 @@ menu:
 
   <li >
     <a href="/latest/explore/fault-tolerance-docker" class="nav-link">
-      <i class="fab fa-dockers" aria-hidden="true"></i>
+      <i class="fab fa-docker" aria-hidden="true"></i>
       Docker
     </a>
   </li>
 
   <li >
     <a href="/latest/explore/fault-tolerance-kubernetes" class="nav-link">
-      <i class="fab fa-cubes" aria-hidden="true"></i>
+      <i class="fas fa-cubes" aria-hidden="true"></i>
       Kubernetes
     </a>
   </li>
diff --git a/docs/content/latest/explore/linear-scalability-docker.md b/docs/content/latest/explore/linear-scalability-docker.md
index 8131e5528ca2..b830484d1138 100644
--- a/docs/content/latest/explore/linear-scalability-docker.md
+++ b/docs/content/latest/explore/linear-scalability-docker.md
@@ -27,14 +27,14 @@ menu:
 
   <li >
     <a href="/latest/explore/linear-scalability-docker" class="nav-link active">
-      <i class="fab fa-dockers" aria-hidden="true"></i>
+      <i class="fab fa-docker" aria-hidden="true"></i>
       Docker
     </a>
   </li>
 
   <li >
     <a href="/latest/explore/linear-scalability-kubernetes" class="nav-link">
-      <i class="fab fa-cubes" aria-hidden="true"></i>
+      <i class="fas fa-cubes" aria-hidden="true"></i>
       Kubernetes
     </a>
   </li>
diff --git a/docs/content/latest/explore/linear-scalability-kubernetes.md b/docs/content/latest/explore/linear-scalability-kubernetes.md
index 50e9c68706e8..8a0c533c018f 100644
--- a/docs/content/latest/explore/linear-scalability-kubernetes.md
+++ b/docs/content/latest/explore/linear-scalability-kubernetes.md
@@ -27,14 +27,14 @@ menu:
 
   <li >
     <a href="/latest/explore/linear-scalability-docker" class="nav-link">
-      <i class="fab fa-dockers" aria-hidden="true"></i>
+      <i class="fab fa-docker" aria-hidden="true"></i>
       Docker
     </a>
   </li>
 
   <li >
     <a href="/latest/explore/linear-scalability-kubernetes" class="nav-link active">
-      <i class="fab fa-cubes" aria-hidden="true"></i>
+      <i class="fas fa-cubes" aria-hidden="true"></i>
       Kubernetes
     </a>
   </li>
diff --git a/docs/content/latest/explore/linear-scalability-linux.md b/docs/content/latest/explore/linear-scalability-linux.md
index 7e4c2418d5fd..46ae9799803b 100644
--- a/docs/content/latest/explore/linear-scalability-linux.md
+++ b/docs/content/latest/explore/linear-scalability-linux.md
@@ -27,14 +27,14 @@ menu:
 
   <li >
     <a href="/latest/explore/linear-scalability-docker" class="nav-link">
-      <i class="fab fa-dockers" aria-hidden="true"></i>
+      <i class="fab fa-docker" aria-hidden="true"></i>
       Docker
     </a>
   </li>
 
   <li >
     <a href="/latest/explore/linear-scalability-kubernetes" class="nav-link">
-      <i class="fab fa-cubes" aria-hidden="true"></i>
+      <i class="fas fa-cubes" aria-hidden="true"></i>
       Kubernetes
     </a>
   </li>
diff --git a/docs/content/latest/explore/linear-scalability-macos.md b/docs/content/latest/explore/linear-scalability-macos.md
index 926c2dbe0da4..088db7091fc0 100644
--- a/docs/content/latest/explore/linear-scalability-macos.md
+++ b/docs/content/latest/explore/linear-scalability-macos.md
@@ -32,14 +32,14 @@ menu:
 
   <li >
     <a href="/latest/explore/linear-scalability-docker" class="nav-link">
-      <i class="fab fa-dockers" aria-hidden="true"></i>
+      <i class="fab fa-docker" aria-hidden="true"></i>
       Docker
     </a>
   </li>
 
   <li >
     <a href="/latest/explore/linear-scalability-kubernetes" class="nav-link">
-      <i class="fab fa-cubes" aria-hidden="true"></i>
+      <i class="fas fa-cubes" aria-hidden="true"></i>
       Kubernetes
     </a>
   </li>
diff --git a/docs/content/latest/explore/observability-docker.md b/docs/content/latest/explore/observability-docker.md
index f1c509b78a07..60371f3502c4 100644
--- a/docs/content/latest/explore/observability-docker.md
+++ b/docs/content/latest/explore/observability-docker.md
@@ -27,14 +27,14 @@ menu:
 
   <li >
     <a href="/latest/explore/observability-docker" class="nav-link active">
-      <i class="fab fa-dockers" aria-hidden="true"></i>
+      <i class="fab fa-docker" aria-hidden="true"></i>
       Docker
     </a>
   </li>
 <!--
   <li >
     <a href="/latest/explore/observability-kubernetes" class="nav-link">
-      <i class="fab fa-cubes" aria-hidden="true"></i>
+      <i class="fas fa-cubes" aria-hidden="true"></i>
       Kubernetes
     </a>
   </li>
diff --git a/docs/content/latest/explore/observability-kubernetes.md b/docs/content/latest/explore/observability-kubernetes.md
index fb882f9f3561..72c5b736722e 100644
--- a/docs/content/latest/explore/observability-kubernetes.md
+++ b/docs/content/latest/explore/observability-kubernetes.md
@@ -27,14 +27,14 @@ menu:
 
   <li >
     <a href="/latest/explore/observability-docker" class="nav-link">
-      <i class="fab fa-dockers" aria-hidden="true"></i>
+      <i class="fab fa-docker" aria-hidden="true"></i>
       Docker
     </a>
   </li>
 <!--
   <li >
     <a href="/latest/explore/observability-kubernetes" class="nav-link active">
-      <i class="fab fa-cubes" aria-hidden="true"></i>
+      <i class="fas fa-cubes" aria-hidden="true"></i>
       Kubernetes
     </a>
   </li>
diff --git a/docs/content/latest/explore/observability-linux.md b/docs/content/latest/explore/observability-linux.md
index c717f33fcf68..579f496e8888 100644
--- a/docs/content/latest/explore/observability-linux.md
+++ b/docs/content/latest/explore/observability-linux.md
@@ -27,14 +27,14 @@ menu:
 
   <li >
     <a href="/latest/explore/observability-docker" class="nav-link">
-      <i class="fab fa-dockers" aria-hidden="true"></i>
+      <i class="fab fa-docker" aria-hidden="true"></i>
       Docker
     </a>
   </li>
 <!--
   <li >
     <a href="/latest/explore/observability-kubernetes" class="nav-link">
-      <i class="fab fa-cubes" aria-hidden="true"></i>
+      <i class="fas fa-cubes" aria-hidden="true"></i>
       Kubernetes
     </a>
   </li>
diff --git a/docs/content/latest/explore/observability-macos.md b/docs/content/latest/explore/observability-macos.md
index e71e4feef4d5..e019845881e1 100644
--- a/docs/content/latest/explore/observability-macos.md
+++ b/docs/content/latest/explore/observability-macos.md
@@ -30,14 +30,14 @@ menu:
 
   <li >
     <a href="/latest/explore/observability-docker" class="nav-link">
-      <i class="fab fa-dockers" aria-hidden="true"></i>
+      <i class="fab fa-docker" aria-hidden="true"></i>
       Docker
     </a>
   </li>
 <!--
   <li >
     <a href="/latest/explore/observability-kubernetes" class="nav-link">
-      <i class="fab fa-cubes" aria-hidden="true"></i>
+      <i class="fas fa-cubes" aria-hidden="true"></i>
       Kubernetes
     </a>
   </li>