diff --git a/Makefile b/Makefile
index 3b4703b5d..bf27586fa 100755
--- a/Makefile
+++ b/Makefile
@@ -1,6 +1,6 @@
 .PHONY: all run deploy/staging deploy/production subup
 
-LATEST_VERSION = 1.7.9
+LATEST_VERSION = 1.7.10
 RELEASE = main
 NEW_VERSION := ${LATEST_VERSION}
 DOC_VERSION = 1.7
diff --git a/content/docs/release/changelog.md b/content/docs/release/changelog.md
index 9db046715..e64a42b0f 100644
--- a/content/docs/release/changelog.md
+++ b/content/docs/release/changelog.md
@@ -1,6 +1,6 @@
 ---
 title: "Changelog_release"
-date: 2023-12-06T16:56:25+09:00
+date: 2023-12-25T19:23:05+09:00
 draft: false
 weight: 0
 menu:
@@ -10,6 +10,98 @@ menu:
 
 # CHANGELOG
 
+## v1.7.10
+
+### Docker images
+
+<table>
+  <tr>
+    <th>component</th>
+    <th>Docker pull</th>
+  </tr>
+  <tr>
+    <td>Agent NGT</td>
+    <td>
+      <code>docker pull vdaas/vald-agent-ngt:v1.7.10</code><br/>
+      <code>docker pull ghcr.io/vdaas/vald/vald-agent-ngt:v1.7.10</code>
+    </td>
+  </tr>
+  <tr>
+    <td>Agent sidecar</td>
+    <td>
+      <code>docker pull vdaas/vald-agent-sidecar:v1.7.10</code><br/>
+      <code>docker pull ghcr.io/vdaas/vald/vald-agent-sidecar:v1.7.10</code>
+    </td>
+  </tr>
+  <tr>
+    <td>Discoverers</td>
+    <td>
+      <code>docker pull vdaas/vald-discoverer-k8s:v1.7.10</code><br/>
+      <code>docker pull ghcr.io/vdaas/vald/vald-discoverer-k8s:v1.7.10</code>
+    </td>
+  </tr>
+  <tr>
+    <td>Gateways</td>
+    <td>
+      <code>docker pull vdaas/vald-lb-gateway:v1.7.10</code><br/>
+      <code>docker pull ghcr.io/vdaas/vald/vald-lb-gateway:v1.7.10</code><br/>
+      <code>docker pull vdaas/vald-filter-gateway:v1.7.10</code><br/>
+      <code>docker pull ghcr.io/vdaas/vald/vald-filter-gateway:v1.7.10</code>
+    </td>
+  </tr>
+  <tr>
+    <td>Index Manager</td>
+    <td>
+      <code>docker pull vdaas/vald-manager-index:v1.7.10</code><br/>
+      <code>docker pull ghcr.io/vdaas/vald/vald-manager-index:v1.7.10</code>
+    </td>
+  </tr>
+  <tr>
+    <td>Helm Operator</td>
+    <td>
+      <code>docker pull vdaas/vald-helm-operator:v1.7.10</code><br/>
+      <code>docker pull ghcr.io/vdaas/vald/vald-helm-operator:v1.7.10</code>
+    </td>
+  </tr>
+</table>
+
+### Documents
+
+- [GoDoc](https://pkg.go.dev/github.com/vdaas/vald@v1.7.10)
+- [Helm Chart Reference](https://github.com/vdaas/vald/blob/v1.7.10/charts/vald/README)
+- [Helm Operator Chart Reference](https://github.com/vdaas/vald/blob/v1.7.10/charts/vald-helm-operator/README)
+
+### Changes
+
+:sparkles: New feature
+
+- Implement malloc metrics [#2161](https://github.com/vdaas/vald/pull/2161)
+- Add svc discoverer for readreplica svc [#2263](https://github.com/vdaas/vald/pull/2263)
+- Add agent readreplica resources [#2258](https://github.com/vdaas/vald/pull/2258)
+- Add cronjob for readreplica rotator [#2242](https://github.com/vdaas/vald/pull/2242)
+
+:recycle: Refactor
+
+- Apply make proto/all [#2266](https://github.com/vdaas/vald/pull/2266)
+- Migratation to buf [#2236](https://github.com/vdaas/vald/pull/2236)
+- Update schema [#2265](https://github.com/vdaas/vald/pull/2265)
+
+:bug: Bugfix
+
+- Resolve duplicated cluster wide resources name problem [#2274](https://github.com/vdaas/vald/pull/2274)
+
+:pencil2: Document
+
+- Add caution sentence for deploy multi-Vald clusters [#2271](https://github.com/vdaas/vald/pull/2271)
+
+:green_heart: CI
+
+- Disable BUILDKIT_INLINE_CACHE on GitHub Actions [#2270](https://github.com/vdaas/vald/pull/2270)
+- Fix docker build for scanning [#2269](https://github.com/vdaas/vald/pull/2269)
+- change login user and token for ghcr.io & small refactor [#2268](https://github.com/vdaas/vald/pull/2268)
+- Add e2e job for index management job [#2239](https://github.com/vdaas/vald/pull/2239)
+- Add docker buildx cache [#2261](https://github.com/vdaas/vald/pull/2261)
+
 ## v1.7.9
 
 ### Docker images
diff --git a/content/docs/tutorial/get-started.md b/content/docs/tutorial/get-started.md
index e0a71a395..4df37bdbe 100644
--- a/content/docs/tutorial/get-started.md
+++ b/content/docs/tutorial/get-started.md
@@ -1,6 +1,6 @@
 ---
 title: "Get Started_tutorial"
-date: 2023-12-06T16:56:22+09:00
+date: 2023-12-25T19:23:01+09:00
 description: The tutorial of running Vald cluster on the Kubernetes cluster.
 draft: false
 weight: 100
@@ -96,6 +96,10 @@ kubectl wait -n kube-system --for=condition=ready pod -l k8s-app=metrics-server
 This chapter shows how to deploy Vald using Helm and run it on your Kubernetes cluster.<br>
 In this tutorial, you will deploy the basic configuration of Vald that is consisted of vald-agent-ngt, vald-lb-gateway, vald-discoverer, and vald-manager-index.<br>
 
+<div class="caution">
+For vald-discoverer to work correctly, if you deploy multiple Vald clusters in the same Kubernetes cluster, please deploy one Vald cluster in one namespace.
+</div>
+
 1. Clone the repository
 
    ```bash
diff --git a/content/docs/user-guides/deployment.md b/content/docs/user-guides/deployment.md
index c84689e9c..532e97406 100644
--- a/content/docs/user-guides/deployment.md
+++ b/content/docs/user-guides/deployment.md
@@ -1,6 +1,6 @@
 ---
 title: "Deployment_user Guides"
-date: 2023-01-24T16:35:13+09:00
+date: 2023-12-25T19:23:03+09:00
 description: Introducing how to deploy the Vald cluster.
 draft: false
 weight: 500
@@ -57,6 +57,10 @@ In addition, as you need, please refer to the followings:
 Moreover, we publish the example configuration files for each use case.
 Please also refer to [here](https://github.com/vdaas/vald/tree/main/charts/vald/values).
 
+<div class="caution">
+For vald-discoverer to work correctly, if you deploy multiple Vald clusters in the same Kubernetes cluster, please deploy one Vald cluster in one namespace.
+</div>
+
 ## Use Helm command
 
 ### Deployment
diff --git a/content/docs/v1.7/release/changelog.md b/content/docs/v1.7/release/changelog.md
index 5da4bffb5..575d59cab 100644
--- a/content/docs/v1.7/release/changelog.md
+++ b/content/docs/v1.7/release/changelog.md
@@ -1,6 +1,6 @@
 ---
 title: "Changelog_v1.7/Release"
-date: 2023-12-06T16:56:38+09:00
+date: 2023-12-25T19:23:18+09:00
 draft: false
 weight: 0
 menu:
@@ -10,6 +10,98 @@ menu:
 
 # CHANGELOG
 
+## v1.7.10
+
+### Docker images
+
+<table>
+  <tr>
+    <th>component</th>
+    <th>Docker pull</th>
+  </tr>
+  <tr>
+    <td>Agent NGT</td>
+    <td>
+      <code>docker pull vdaas/vald-agent-ngt:v1.7.10</code><br/>
+      <code>docker pull ghcr.io/vdaas/vald/vald-agent-ngt:v1.7.10</code>
+    </td>
+  </tr>
+  <tr>
+    <td>Agent sidecar</td>
+    <td>
+      <code>docker pull vdaas/vald-agent-sidecar:v1.7.10</code><br/>
+      <code>docker pull ghcr.io/vdaas/vald/vald-agent-sidecar:v1.7.10</code>
+    </td>
+  </tr>
+  <tr>
+    <td>Discoverers</td>
+    <td>
+      <code>docker pull vdaas/vald-discoverer-k8s:v1.7.10</code><br/>
+      <code>docker pull ghcr.io/vdaas/vald/vald-discoverer-k8s:v1.7.10</code>
+    </td>
+  </tr>
+  <tr>
+    <td>Gateways</td>
+    <td>
+      <code>docker pull vdaas/vald-lb-gateway:v1.7.10</code><br/>
+      <code>docker pull ghcr.io/vdaas/vald/vald-lb-gateway:v1.7.10</code><br/>
+      <code>docker pull vdaas/vald-filter-gateway:v1.7.10</code><br/>
+      <code>docker pull ghcr.io/vdaas/vald/vald-filter-gateway:v1.7.10</code>
+    </td>
+  </tr>
+  <tr>
+    <td>Index Manager</td>
+    <td>
+      <code>docker pull vdaas/vald-manager-index:v1.7.10</code><br/>
+      <code>docker pull ghcr.io/vdaas/vald/vald-manager-index:v1.7.10</code>
+    </td>
+  </tr>
+  <tr>
+    <td>Helm Operator</td>
+    <td>
+      <code>docker pull vdaas/vald-helm-operator:v1.7.10</code><br/>
+      <code>docker pull ghcr.io/vdaas/vald/vald-helm-operator:v1.7.10</code>
+    </td>
+  </tr>
+</table>
+
+### Documents
+
+- [GoDoc](https://pkg.go.dev/github.com/vdaas/vald@v1.7.10)
+- [Helm Chart Reference](https://github.com/vdaas/vald/blob/v1.7.10/charts/vald/README)
+- [Helm Operator Chart Reference](https://github.com/vdaas/vald/blob/v1.7.10/charts/vald-helm-operator/README)
+
+### Changes
+
+:sparkles: New feature
+
+- Implement malloc metrics [#2161](https://github.com/vdaas/vald/pull/2161)
+- Add svc discoverer for readreplica svc [#2263](https://github.com/vdaas/vald/pull/2263)
+- Add agent readreplica resources [#2258](https://github.com/vdaas/vald/pull/2258)
+- Add cronjob for readreplica rotator [#2242](https://github.com/vdaas/vald/pull/2242)
+
+:recycle: Refactor
+
+- Apply make proto/all [#2266](https://github.com/vdaas/vald/pull/2266)
+- Migratation to buf [#2236](https://github.com/vdaas/vald/pull/2236)
+- Update schema [#2265](https://github.com/vdaas/vald/pull/2265)
+
+:bug: Bugfix
+
+- Resolve duplicated cluster wide resources name problem [#2274](https://github.com/vdaas/vald/pull/2274)
+
+:pencil2: Document
+
+- Add caution sentence for deploy multi-Vald clusters [#2271](https://github.com/vdaas/vald/pull/2271)
+
+:green_heart: CI
+
+- Disable BUILDKIT_INLINE_CACHE on GitHub Actions [#2270](https://github.com/vdaas/vald/pull/2270)
+- Fix docker build for scanning [#2269](https://github.com/vdaas/vald/pull/2269)
+- change login user and token for ghcr.io & small refactor [#2268](https://github.com/vdaas/vald/pull/2268)
+- Add e2e job for index management job [#2239](https://github.com/vdaas/vald/pull/2239)
+- Add docker buildx cache [#2261](https://github.com/vdaas/vald/pull/2261)
+
 ## v1.7.9
 
 ### Docker images
diff --git a/content/docs/v1.7/tutorial/get-started.md b/content/docs/v1.7/tutorial/get-started.md
index 8f75e09b3..876473e11 100644
--- a/content/docs/v1.7/tutorial/get-started.md
+++ b/content/docs/v1.7/tutorial/get-started.md
@@ -1,6 +1,6 @@
 ---
 title: "Get Started_v1.7/Tutorial"
-date: 2023-12-06T16:56:34+09:00
+date: 2023-12-25T19:23:14+09:00
 draft: false
 weight: 100
 menu:
@@ -95,6 +95,10 @@ kubectl wait -n kube-system --for=condition=ready pod -l k8s-app=metrics-server
 This chapter shows how to deploy Vald using Helm and run it on your Kubernetes cluster.<br>
 In this tutorial, you will deploy the basic configuration of Vald that is consisted of vald-agent-ngt, vald-lb-gateway, vald-discoverer, and vald-manager-index.<br>
 
+<div class="caution">
+For vald-discoverer to work correctly, if you deploy multiple Vald clusters in the same Kubernetes cluster, please deploy one Vald cluster in one namespace.
+</div>
+
 1. Clone the repository
 
    ```bash
diff --git a/content/docs/v1.7/user-guides/deployment.md b/content/docs/v1.7/user-guides/deployment.md
index d38212534..5dd644607 100644
--- a/content/docs/v1.7/user-guides/deployment.md
+++ b/content/docs/v1.7/user-guides/deployment.md
@@ -1,6 +1,6 @@
 ---
 title: "Deployment_v1.7/User Guides"
-date: 2023-01-24T16:35:22+09:00
+date: 2023-12-25T19:23:16+09:00
 draft: false
 weight: 500
 menu:
@@ -56,6 +56,10 @@ In addition, as you need, please refer to the followings:
 Moreover, we publish the example configuration files for each use case.
 Please also refer to [here](https://github.com/vdaas/vald/tree/main/charts/vald/values).
 
+<div class="caution">
+For vald-discoverer to work correctly, if you deploy multiple Vald clusters in the same Kubernetes cluster, please deploy one Vald cluster in one namespace.
+</div>
+
 ## Use Helm command
 
 ### Deployment
diff --git a/preview b/preview
index c0781aae7..35d3c1862 160000
--- a/preview
+++ b/preview
@@ -1 +1 @@
-Subproject commit c0781aae7ef1b697fec8090cd750797ff1796328
+Subproject commit 35d3c186279fc73547e587a4c2e00b431b95af3a
diff --git a/themes/vald/layouts/partials/header.html b/themes/vald/layouts/partials/header.html
index 5d86aef48..fe2eab36a 100644
--- a/themes/vald/layouts/partials/header.html
+++ b/themes/vald/layouts/partials/header.html
@@ -1,4 +1,4 @@
-{{ $latest := "v1.7.9" }}
+{{ $latest := "v1.7.10" }}
 {{ $ver := "" }}
 {{ $docsBaseURL := "/docs" }}