diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 5f2da99..5957938 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -20,6 +20,7 @@ jobs:
   build:
     name: Build ${{ matrix.target }}
     runs-on: ${{ matrix.os }}
+    timeout-minutes: 60
     strategy:
       matrix:
         include:
@@ -27,10 +28,6 @@ jobs:
             os: ubuntu-latest
             artifact_name: ailog
             asset_name: ailog-linux-x86_64
-          - target: x86_64-unknown-linux-musl
-            os: ubuntu-latest
-            artifact_name: ailog
-            asset_name: ailog-linux-x86_64-musl
           - target: aarch64-unknown-linux-gnu
             os: ubuntu-latest
             artifact_name: ailog
@@ -43,10 +40,6 @@ jobs:
             os: macos-latest
             artifact_name: ailog
             asset_name: ailog-macos-aarch64
-          - target: x86_64-pc-windows-msvc
-            os: windows-latest
-            artifact_name: ailog.exe
-            asset_name: ailog-windows-x86_64.exe
 
     steps:
     - uses: actions/checkout@v4
@@ -57,16 +50,10 @@ jobs:
         targets: ${{ matrix.target }}
 
     - name: Install cross-compilation tools (Linux)
-      if: matrix.os == 'ubuntu-latest'
+      if: matrix.os == 'ubuntu-latest' && matrix.target == 'aarch64-unknown-linux-gnu'
       run: |
         sudo apt-get update
-        sudo apt-get install -y gcc-multilib
-        if [[ "${{ matrix.target }}" == "aarch64-unknown-linux-gnu" ]]; then
-          sudo apt-get install -y gcc-aarch64-linux-gnu
-        fi
-        if [[ "${{ matrix.target }}" == "x86_64-unknown-linux-musl" ]]; then
-          sudo apt-get install -y musl-tools
-        fi
+        sudo apt-get install -y gcc-aarch64-linux-gnu binutils-aarch64-linux-gnu
 
     - name: Configure cross-compilation (Linux ARM64)
       if: matrix.target == 'aarch64-unknown-linux-gnu'
@@ -95,11 +82,17 @@ jobs:
       shell: bash
       run: |
         cd target/${{ matrix.target }}/release
-        if [[ "${{ matrix.os }}" == "windows-latest" ]]; then
-          strip ${{ matrix.artifact_name }} || true
+        
+        # Use appropriate strip command for cross-compilation
+        if [[ "${{ matrix.target }}" == "aarch64-unknown-linux-gnu" ]]; then
+          aarch64-linux-gnu-strip ${{ matrix.artifact_name }} || echo "Strip failed, continuing..."
+        elif [[ "${{ matrix.os }}" == "windows-latest" ]]; then
+          strip ${{ matrix.artifact_name }} || echo "Strip failed, continuing..."
         else
-          strip ${{ matrix.artifact_name }}
+          strip ${{ matrix.artifact_name }} || echo "Strip failed, continuing..."
         fi
+        
+        # Create archive
         if [[ "${{ matrix.target }}" == *"windows"* ]]; then
           7z a ../../../${{ matrix.asset_name }}.zip ${{ matrix.artifact_name }}
         else
@@ -137,9 +130,8 @@ jobs:
         echo "- AI comment system" >> release_notes.md
         echo "" >> release_notes.md
         echo "### Platforms" >> release_notes.md
-        echo "- Linux (x86_64, aarch64, musl)" >> release_notes.md
+        echo "- Linux (x86_64, aarch64)" >> release_notes.md
         echo "- macOS (Intel, Apple Silicon)" >> release_notes.md
-        echo "- Windows (x86_64)" >> release_notes.md
         echo "" >> release_notes.md
         echo "### Installation" >> release_notes.md
         echo "\`\`\`bash" >> release_notes.md
@@ -148,8 +140,6 @@ jobs:
         echo "chmod +x ailog" >> release_notes.md
         echo "sudo mv ailog /usr/local/bin/" >> release_notes.md
         echo "" >> release_notes.md
-        echo "# Windows" >> release_notes.md
-        echo "# Extract ailog-windows-x86_64.zip and add to PATH" >> release_notes.md
         echo "\`\`\`" >> release_notes.md
 
     - name: Get tag name
diff --git a/action.yml b/action.yml
index b8b6510..cb4eb9a 100644
--- a/action.yml
+++ b/action.yml
@@ -47,17 +47,57 @@ outputs:
 runs:
   using: 'composite'
   steps:
-    - name: Setup Rust
-      uses: actions-rs/toolchain@v1
+    - name: Cache ailog binary
+      uses: actions/cache@v4
       with:
-        toolchain: stable
-        override: true
-        
-    - name: Install ailog
+        path: ./bin
+        key: ailog-bin-${{ runner.os }}
+        restore-keys: |
+          ailog-bin-${{ runner.os }}
+    
+    - name: Check and update ailog binary
       shell: bash
       run: |
-        if [ ! -f "./target/release/ailog" ]; then
-          cargo build --release
+        # Get latest release version (for Gitea, adjust API endpoint if needed)
+        if command -v curl >/dev/null 2>&1; then
+          LATEST_VERSION=$(curl -s https://api.github.com/repos/syui/ailog/releases/latest | jq -r .tag_name 2>/dev/null || echo "v0.1.1")
+        else
+          LATEST_VERSION="v0.1.1"  # fallback version
+        fi
+        echo "Target version: $LATEST_VERSION"
+        
+        # Check current binary version if exists
+        mkdir -p ./bin
+        if [ -f "./bin/ailog" ]; then
+          CURRENT_VERSION=$(./bin/ailog --version | awk '{print $2}' 2>/dev/null || echo "unknown")
+          echo "Current version: $CURRENT_VERSION"
+        else
+          CURRENT_VERSION="none"
+          echo "No binary found"
+        fi
+        
+        # Download if version is different or binary doesn't exist
+        if [ "$CURRENT_VERSION" != "${LATEST_VERSION#v}" ]; then
+          echo "Downloading ailog $LATEST_VERSION..."
+          # Try GitHub first, then fallback to local build
+          if curl -sL https://github.com/syui/ailog/releases/download/$LATEST_VERSION/ailog-linux-x86_64.tar.gz | tar -xzf - 2>/dev/null; then
+            mv ailog ./bin/ailog
+            chmod +x ./bin/ailog
+            echo "Downloaded binary: $(./bin/ailog --version)"
+          else
+            echo "Download failed, building from source..."
+            if command -v cargo >/dev/null 2>&1; then
+              cargo build --release
+              cp ./target/release/ailog ./bin/ailog
+              echo "Built from source: $(./bin/ailog --version)"
+            else
+              echo "Error: Neither download nor cargo build available"
+              exit 1
+            fi
+          fi
+        else
+          echo "Binary is up to date"
+          chmod +x ./bin/ailog
         fi
         
     - name: Setup Node.js for OAuth app
@@ -83,8 +123,8 @@ runs:
       run: |
         start_time=$(date +%s)
         
-        ./target/release/ailog generate \
-          --input ${{ inputs.content-dir }} \
+        ./bin/ailog build \
+          --content ${{ inputs.content-dir }} \
           --output ${{ inputs.output-dir }} \
           --templates ${{ inputs.template-dir }} \
           --static ${{ inputs.static-dir }} \