diff --git a/.github/workflows/build-and-push-release-image.yml b/.github/workflows/build-and-push-release-image.yml
deleted file mode 100644
index 4ab012df9..000000000
--- a/.github/workflows/build-and-push-release-image.yml
+++ /dev/null
@@ -1,72 +0,0 @@
-name: Build and Push Release Image by Branch
-
-on:
-  push:
-    branches:
-      # Run on pushing branches like 'release/1.0.0'.
-      - "release/*"
-
-jobs:
-  build-and-push-release-image:
-    runs-on: ubuntu-latest
-    permissions:
-      contents: read
-      packages: write
-    steps:
-      - uses: actions/checkout@v4
-
-      - name: Set up QEMU
-        uses: docker/setup-qemu-action@v3
-
-      - name: Extract build args
-        # Extract version from tag name
-        # Example: tag name `release/1.0.0` sets up env.VERSION=1.0.0
-        run: |
-          echo "VERSION=${GITHUB_REF_NAME#release/}" >> $GITHUB_ENV
-
-      - name: Login to Docker Hub
-        uses: docker/login-action@v3
-        with:
-          username: ${{ secrets.DOCKER_HUB_USERNAME }}
-          password: ${{ secrets.DOCKER_HUB_TOKEN }}
-
-      - name: Login to GitHub Container Registry
-        uses: docker/login-action@v3
-        with:
-          registry: ghcr.io
-          username: ${{ github.actor }}
-          password: ${{ github.token }}
-
-      - name: Set up Docker Buildx
-        id: buildx
-        uses: docker/setup-buildx-action@v3
-        with:
-          install: true
-          version: v0.9.1
-
-      - name: Docker meta
-        id: meta
-        uses: docker/metadata-action@v5
-        with:
-          images: |
-            neosmemo/memos
-            ghcr.io/usememos/memos
-          tags: |
-            type=semver,pattern={{version}},value=${{ env.VERSION }}
-            type=semver,pattern={{major}}.{{minor}},value=${{ env.VERSION }}
-            type=raw,value=stable
-          flavor: |
-            latest=false
-          labels: |
-            org.opencontainers.image.version=${{ env.VERSION }}
-
-      - name: Build and Push
-        id: docker_build
-        uses: docker/build-push-action@v6
-        with:
-          context: .
-          file: ./scripts/Dockerfile
-          platforms: linux/amd64,linux/arm64
-          push: true
-          tags: ${{ steps.meta.outputs.tags }}
-          labels: ${{ steps.meta.outputs.labels }}
diff --git a/.github/workflows/build-and-push-stable-image.yml b/.github/workflows/build-and-push-stable-image.yml
index db2018c0b..0302c29e6 100644
--- a/.github/workflows/build-and-push-stable-image.yml
+++ b/.github/workflows/build-and-push-stable-image.yml
@@ -1,13 +1,20 @@
-name: Build and Push Release Image by Tag
+name: Build and Push Stable Docker Image
 
 on:
   push:
+    branches:
+      - "release/**"
     tags:
-      # Match stable versions, such as 'v1.0.0'.
       - "v*.*.*"
 
+env:
+  DOCKER_PLATFORMS: |
+    linux/amd64
+    linux/arm/v7
+    linux/arm64
+
 jobs:
-  build-and-push-stable-image:
+  build-and-push-image:
     runs-on: ubuntu-latest
     permissions:
       contents: read
@@ -17,11 +24,24 @@ jobs:
 
       - name: Set up QEMU
         uses: docker/setup-qemu-action@v3
+        with:
+          platforms: ${{ env.DOCKER_PLATFORMS }}
 
-      - name: Extract build args
-        # Extract version number and check if it's an rc version
+      - name: Set up Docker Buildx
+        id: buildx
+        uses: docker/setup-buildx-action@v3
+        with:
+          version: latest
+          install: true
+          platforms: ${{ env.DOCKER_PLATFORMS }}
+
+      - name: Extract version
         run: |
-          echo "VERSION=${GITHUB_REF_NAME#v}" >> $GITHUB_ENV
+          if [[ "$GITHUB_REF_TYPE" == "tag" ]]; then
+            echo "VERSION=${GITHUB_REF_NAME#v}" >> $GITHUB_ENV
+          else
+            echo "VERSION=${GITHUB_REF_NAME#release/}" >> $GITHUB_ENV
+          fi
 
       - name: Login to Docker Hub
         uses: docker/login-action@v3
@@ -36,13 +56,6 @@ jobs:
           username: ${{ github.actor }}
           password: ${{ github.token }}
 
-      - name: Set up Docker Buildx
-        id: buildx
-        uses: docker/setup-buildx-action@v3
-        with:
-          install: true
-          version: v0.9.1
-
       - name: Docker meta
         id: meta
         uses: docker/metadata-action@v5
@@ -59,13 +72,28 @@ jobs:
           labels: |
             org.opencontainers.image.version=${{ env.VERSION }}
 
+      # Frontend build.
+      - uses: pnpm/action-setup@v4.1.0
+        with:
+          version: 10
+      - uses: actions/setup-node@v4
+        with:
+          node-version: "22"
+          cache: pnpm
+          cache-dependency-path: "web/pnpm-lock.yaml"
+      - run: pnpm install
+        working-directory: web
+      - name: Run frontend build
+        run: pnpm release
+        working-directory: web
+
       - name: Build and Push
         id: docker_build
         uses: docker/build-push-action@v6
         with:
           context: .
           file: ./scripts/Dockerfile
-          platforms: linux/amd64,linux/arm64
+          platforms: ${{ env.DOCKER_PLATFORMS }}
           push: true
           tags: ${{ steps.meta.outputs.tags }}
           labels: ${{ steps.meta.outputs.labels }}