diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index d9e4c2d..4347e20 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -1,45 +1,69 @@
-name: Python
+name: Release
 
 on:
   push:
-  pull_request:
+    tags:
+      - 'v*'
+  workflow_dispatch:
+    inputs:
+      draft_version:
+        description: '草稿版本号 (Draft version tag, e.g., v0.1.0-beta1)'
+        required: false
+        default: ''
+        type: string
 
 env:
-  PYTHON_VERSION: "3.9"
+  PYTHON_VERSION: '3.12'
 
 jobs:
+  sdist:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v5
+      - uses: actions/setup-python@v6
+        with:
+          python-version: ${{ env.PYTHON_VERSION }}
+      - name: Build sdist
+        uses: PyO3/maturin-action@v1
+        with:
+          command: sdist
+          args: --out dist
+      - name: Upload sdist
+        uses: actions/upload-artifact@v4
+        with:
+          name: wheels-sdist
+          path: dist
+          overwrite: true
+
   macos:
     runs-on: macos-latest
+    strategy:
+      matrix:
+        target: [x86_64, universal2-apple-darwin]
     steps:
-      - uses: actions/checkout@v4
-      - uses: actions/setup-python@v4
+      - uses: actions/checkout@v5
+      - uses: actions/setup-python@v6
         with:
           python-version: ${{ env.PYTHON_VERSION }}
           architecture: x64
       - uses: dtolnay/rust-toolchain@stable
-      - name: Build wheels - x86_64
-        uses: PyO3/maturin-action@v1
-        with:
-          target: x86_64
-          args: --release --out dist --sdist
-      - name: Install built wheel - x86_64
-        run: |
-          pip install aliyun-log-fastpb --no-index --find-links dist --force-reinstall
-          python -c "import aliyun_log_fastpb"
-      - name: Build wheels - universal2
+      - name: Build wheels
         uses: PyO3/maturin-action@v1
         with:
-          target: universal2-apple-darwin
+          target: ${{ matrix.target }}
           args: --release --out dist
-      - name: Install built wheel - universal2
+      - name: Install built wheel
+        # 只在 universal2 上测试，x86_64 只构建不测试
+        if: matrix.target == 'universal2-apple-darwin'
         run: |
-          pip install aliyun-log-fastpb --no-index --find-links dist --force-reinstall
+          pip install dist/aliyun_log_fastpb-*.whl --force-reinstall
           python -c "import aliyun_log_fastpb"
       - name: Upload wheels
-        uses: actions/upload-artifact@v3
+        uses: actions/upload-artifact@v4
         with:
-          name: wheels
+          name: wheels-macos-${{ matrix.target }}
           path: dist
+          overwrite: true
 
   windows:
     runs-on: windows-latest
@@ -47,8 +71,8 @@ jobs:
       matrix:
         target: [x64, x86]
     steps:
-      - uses: actions/checkout@v4
-      - uses: actions/setup-python@v4
+      - uses: actions/checkout@v5
+      - uses: actions/setup-python@v6
         with:
           python-version: ${{ env.PYTHON_VERSION }}
           architecture: ${{ matrix.target }}
@@ -59,14 +83,16 @@ jobs:
           target: ${{ matrix.target }}
           args: --release --out dist
       - name: Install built wheel
+        shell: bash
         run: |
-          pip install aliyun-log-fastpb --no-index --find-links dist --force-reinstall
+          pip install dist/aliyun_log_fastpb-*.whl --force-reinstall
           python -c "import aliyun_log_fastpb"
       - name: Upload wheels
-        uses: actions/upload-artifact@v3
+        uses: actions/upload-artifact@v4
         with:
-          name: wheels
+          name: wheels-windows-${{ matrix.target }}
           path: dist
+          overwrite: true
 
   linux:
     runs-on: ubuntu-latest
@@ -74,27 +100,28 @@ jobs:
       matrix:
         target: [x86_64, i686]
     steps:
-    - uses: actions/checkout@v4
-    - uses: actions/setup-python@v4
-      with:
-        python-version: ${{ env.PYTHON_VERSION }}
-        architecture: x64
-    - name: Build wheels
-      uses: PyO3/maturin-action@v1
-      with:
-        target: ${{ matrix.target }}
-        manylinux: auto
-        args: --release --out dist
-    - name: Install built wheel
-      if: matrix.target == 'x86_64'
-      run: |
-        pip install aliyun-log-fastpb --no-index --find-links dist --force-reinstall
-        python -c "import aliyun_log_fastpb"
-    - name: Upload wheels
-      uses: actions/upload-artifact@v3
-      with:
-        name: wheels
-        path: dist
+      - uses: actions/checkout@v5
+      - uses: actions/setup-python@v6
+        with:
+          python-version: ${{ env.PYTHON_VERSION }}
+          architecture: x64
+      - name: Build wheels
+        uses: PyO3/maturin-action@v1
+        with:
+          target: ${{ matrix.target }}
+          manylinux: auto
+          args: --release --out dist
+      - name: Install built wheel
+        if: matrix.target == 'x86_64'
+        run: |
+          pip install dist/aliyun_log_fastpb-*.whl --force-reinstall
+          python -c "import aliyun_log_fastpb"
+      - name: Upload wheels
+        uses: actions/upload-artifact@v4
+        with:
+          name: wheels-linux-${{ matrix.target }}
+          path: dist
+          overwrite: true
 
   linux-cross:
     runs-on: ubuntu-latest
@@ -102,35 +129,36 @@ jobs:
       matrix:
         target: [aarch64, armv7, s390x, ppc64le, ppc64]
     steps:
-    - uses: actions/checkout@v4
-    - uses: actions/setup-python@v4
-      with:
-        python-version: ${{ env.PYTHON_VERSION }}
-    - name: Build wheels
-      uses: PyO3/maturin-action@v1
-      with:
-        target: ${{ matrix.target }}
-        manylinux: auto
-        args: --release --out dist
-    - uses: uraimo/run-on-arch-action@v3.0.1
-      if: matrix.target != 'ppc64'
-      name: Install built wheel
-      with:
-        arch: ${{ matrix.target }}
-        distro: ubuntu20.04
-        githubToken: ${{ github.token }}
-        install: |
-          apt-get update
-          apt-get install -y --no-install-recommends python3 python3-pip
-          pip3 install -U pip
-        run: |
-          pip3 install aliyun-log-fastpb --no-index --find-links dist/ --force-reinstall
-          python3 -c "import aliyun_log_fastpb"
-    - name: Upload wheels
-      uses: actions/upload-artifact@v3
-      with:
-        name: wheels
-        path: dist
+      - uses: actions/checkout@v5
+      - uses: actions/setup-python@v6
+        with:
+          python-version: ${{ env.PYTHON_VERSION }}
+      - name: Build wheels
+        uses: PyO3/maturin-action@v1
+        with:
+          target: ${{ matrix.target }}
+          manylinux: auto
+          args: --release --out dist
+      - uses: uraimo/run-on-arch-action@v3.0.1
+        if: matrix.target != 'ppc64'
+        name: Install built wheel
+        with:
+          arch: ${{ matrix.target }}
+          distro: ubuntu20.04
+          # githubToken: ${{ github.token }}
+          install: |
+            apt-get update
+            apt-get install -y --no-install-recommends python3 python3-pip
+            pip3 install -U pip
+          run: |
+            pip3 install dist/aliyun_log_fastpb-*.whl --force-reinstall
+            python3 -c "import aliyun_log_fastpb"
+      - name: Upload wheels
+        uses: actions/upload-artifact@v4
+        with:
+          name: wheels-linux-cross-${{ matrix.target }}
+          path: dist
+          overwrite: true
 
   musllinux:
     runs-on: ubuntu-latest
@@ -140,33 +168,34 @@ jobs:
           - x86_64-unknown-linux-musl
           - i686-unknown-linux-musl
     steps:
-    - uses: actions/checkout@v4
-    - uses: actions/setup-python@v4
-      with:
-        python-version: ${{ env.PYTHON_VERSION }}
-        architecture: x64
-    - name: Build wheels
-      uses: PyO3/maturin-action@v1
-      with:
-        target: ${{ matrix.target }}
-        manylinux: musllinux_1_2
-        args: --release --out dist
-    - name: Install built wheel
-      if: matrix.target == 'x86_64-unknown-linux-musl'
-      uses: addnab/docker-run-action@v3
-      with:
-        image: alpine:latest
-        options: -v ${{ github.workspace }}:/io -w /io
-        run: |
-          apk add py3-pip
-          pip3 install -U pip
-          pip3 install aliyun-log-fastpb --no-index --find-links /io/dist/ --force-reinstall
-          python3 -c "import aliyun_log_fastpb"
-    - name: Upload wheels
-      uses: actions/upload-artifact@v3
-      with:
-        name: wheels
-        path: dist
+      - uses: actions/checkout@v5
+      - uses: actions/setup-python@v6
+        with:
+          python-version: ${{ env.PYTHON_VERSION }}
+          architecture: x64
+      - name: Build wheels
+        uses: PyO3/maturin-action@v1
+        with:
+          target: ${{ matrix.target }}
+          manylinux: musllinux_1_2
+          args: --release --out dist
+      - name: Install built wheel
+        if: matrix.target == 'x86_64-unknown-linux-musl'
+        uses: addnab/docker-run-action@v3
+        with:
+          image: alpine:latest
+          options: -v ${{ github.workspace }}:/io -w /io
+          run: |
+            apk add py3-pip
+            pip3 install -U pip --break-system-packages
+            pip3 install dist/aliyun_log_fastpb-*.whl --force-reinstall --break-system-packages
+            python3 -c "import aliyun_log_fastpb"
+      - name: Upload wheels
+        uses: actions/upload-artifact@v4
+        with:
+          name: wheels-musllinux-${{ matrix.target }}
+          path: dist
+          overwrite: true
 
   musllinux-cross:
     runs-on: ubuntu-latest
@@ -178,50 +207,82 @@ jobs:
           - target: armv7-unknown-linux-musleabihf
             arch: armv7
     steps:
-    - uses: actions/checkout@v4
-    - uses: actions/setup-python@v4
-      with:
-        python-version: ${{ env.PYTHON_VERSION }}
-    - name: Build wheels
-      uses: PyO3/maturin-action@v1
-      with:
-        target: ${{ matrix.platform.target }}
-        manylinux: musllinux_1_2
-        args: --release --out dist
-    - uses: uraimo/run-on-arch-action@v3.0.1
-      name: Install built wheel
-      with:
-        arch: ${{ matrix.platform.arch }}
-        distro: alpine_latest
-        githubToken: ${{ github.token }}
-        install: |
-          apk add py3-pip
-          pip3 install -U pip
+      - uses: actions/checkout@v5
+      - uses: actions/setup-python@v6
+        with:
+          python-version: ${{ env.PYTHON_VERSION }}
+      - name: Build wheels
+        uses: PyO3/maturin-action@v1
+        with:
+          target: ${{ matrix.platform.target }}
+          manylinux: musllinux_1_2
+          args: --release --out dist
+      - uses: uraimo/run-on-arch-action@v3.0.1
+        name: Install built wheel
+        with:
+          arch: ${{ matrix.platform.arch }}
+          distro: alpine_latest
+          githubToken: ${{ github.token }}
+          install: |
+            apk add py3-pip
+            pip3 install -U pip --break-system-packages
+          run: |
+            pip3 install dist/aliyun_log_fastpb-*.whl --force-reinstall --break-system-packages
+            python3 -c "import aliyun_log_fastpb"
+      - name: Upload wheels
+        uses: actions/upload-artifact@v4
+        with:
+          name: wheels-musllinux-cross-${{ matrix.platform.arch }}
+          path: dist
+          overwrite: true
+
+  pre-release:
+    name: Pre-Release Check
+    runs-on: ubuntu-latest
+    needs:
+      [sdist, macos, windows, linux, linux-cross, musllinux, musllinux-cross]
+    steps:
+      - name: Download all artifacts
+        uses: actions/download-artifact@v4
+        with:
+          pattern: wheels-*
+          path: dist
+          merge-multiple: true
+      - name: List all artifacts
         run: |
-          pip3 install aliyun-log-fastpb --no-index --find-links dist/ --force-reinstall
-          python3 -c "import aliyun_log_fastpb"
-    - name: Upload wheels
-      uses: actions/upload-artifact@v3
-      with:
-        name: wheels
-        path: dist
+          echo "=== All build artifacts ==="
+          ls -lh dist/
+          echo ""
+          echo "=== Total files: $(ls -1 dist/ | wc -l) ==="
 
   release:
     name: Release
     runs-on: ubuntu-latest
-    if: "startsWith(github.ref, 'refs/tags/')"
-    needs: [ macos, windows, linux, linux-cross, musllinux, musllinux-cross ]
+    if: startsWith(github.ref, 'refs/tags/') || github.event.inputs.draft_version != ''
+    needs: [pre-release]
     steps:
-      - uses: actions/download-artifact@v3
+      - uses: actions/download-artifact@v4
         with:
-          name: wheels
-      - uses: actions/setup-python@v4
+          pattern: wheels-*
+          path: dist
+          merge-multiple: true
+      - uses: actions/setup-python@v6
         with:
           python-version: ${{ env.PYTHON_VERSION }}
+      - name: Create GitHub Release
+        uses: softprops/action-gh-release@v2
+        with:
+          files: dist/*
+          tag_name: ${{ github.event.inputs.draft_version != '' && github.event.inputs.draft_version || github.ref_name }}
+          draft: ${{ github.event.inputs.draft_version != '' }}
+          prerelease: false
+          generate_release_notes: true
+          fail_on_unmatched_files: true
       - name: Publish to PyPI
+        if: github.event.inputs.draft_version == '' && startsWith(github.ref, 'refs/tags/')
         env:
           TWINE_USERNAME: __token__
           TWINE_PASSWORD: ${{ secrets.PYPI_PASSWORD }}
         run: |
           pip install --upgrade twine
-          twine upload --skip-existing *
\ No newline at end of file
+          twine upload --skip-existing dist/*
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
new file mode 100644
index 0000000..395164d
--- /dev/null
+++ b/.github/workflows/test.yml
@@ -0,0 +1,53 @@
+name: Tests
+
+on:
+  push:
+    branches:
+      - main
+  pull_request:
+  workflow_dispatch:
+
+env:
+  PYTHON_VERSION: '3.12'
+  CARGO_TERM_COLOR: always
+
+jobs:
+  test:
+    name: Run Tests
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v5
+      
+      - name: Setup Python
+        uses: actions/setup-python@v6
+        with:
+          python-version: ${{ env.PYTHON_VERSION }}
+          cache: 'pip'
+      
+      - name: Setup Rust
+        uses: dtolnay/rust-toolchain@stable
+      
+      - name: Cache Rust dependencies
+        uses: Swatinem/rust-cache@v2
+      
+      - name: Install Python dependencies
+        run: |
+          python -m pip install --upgrade pip
+          python -m venv .venv
+          source .venv/bin/activate
+          pip install -r requirements-dev.txt
+      
+      - name: Run Cargo tests
+        run: cargo test --verbose
+      
+      - name: Build Python extension
+        run: |
+          source .venv/bin/activate
+          pip install maturin
+          maturin develop
+      
+      - name: Run pytest
+        run: |
+          source .venv/bin/activate
+          pytest -v tests/
+
diff --git a/README.md b/README.md
index 6692e27..f497787 100644
--- a/README.md
+++ b/README.md
@@ -2,6 +2,8 @@
 
 [中文文档](README_CN.md) | English
 
+[![Test](https://github.com/aliyun/aliyun-log-python-fastpb/actions/workflows/test.yml/badge.svg)](https://github.com/aliyun/aliyun-log-python-fastpb/actions/workflows/test.yml)
+
 Fast protobuf serialization for Aliyun Log using PyO3 and quick-protobuf.
 
 ## Installation
diff --git a/README_CN.md b/README_CN.md
index 1146982..e35cda6 100644
--- a/README_CN.md
+++ b/README_CN.md
@@ -1,5 +1,7 @@
 # aliyun-log-fastpb
 
+[![Test](https://github.com/aliyun/aliyun-log-python-fastpb/actions/workflows/test.yml/badge.svg)](https://github.com/aliyun/aliyun-log-python-fastpb/actions/workflows/test.yml)
+
 [English](README.md) | 中文文档
 
 基于 PyO3 和 quick-protobuf 的阿里云日志高性能 protobuf 序列化库。