diff --git a/.github/workflows/release-check.yml b/.github/workflows/release-check.yml
deleted file mode 100644
index 63d7dfa0..00000000
--- a/.github/workflows/release-check.yml
+++ /dev/null
@@ -1,159 +0,0 @@
-name: Release Check
-
-on:
-  # Allow manual trigger for testing
-  workflow_dispatch:
-
-jobs:
-  prepare:
-    runs-on: ubuntu-latest
-    outputs:
-      matrix: ${{ steps.set-matrix.outputs.matrix }}
-      last_release: ${{ steps.last-release.outputs.hash }}
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          fetch-depth: 0
-
-      - name: Find package directories
-        id: set-matrix
-        run: |
-          # Find all package.json and pyproject.toml files, excluding root
-          DIRS=$(git ls-tree -r HEAD --name-only | grep -E "package.json|pyproject.toml" | xargs dirname | grep -v "^.$" | jq -R -s -c 'split("\n")[:-1]')
-          echo "matrix=${DIRS}" >> $GITHUB_OUTPUT
-          echo "Found directories: ${DIRS}"
-
-      - name: Get last release hash
-        id: last-release
-        run: |
-          HASH=$(git rev-list --tags --max-count=1 || echo "HEAD~1")
-          echo "hash=${HASH}" >> $GITHUB_OUTPUT
-          echo "Using last release hash: ${HASH}"
-
-  check-release:
-    needs: prepare
-    runs-on: ubuntu-latest
-    strategy:
-      matrix:
-        directory: ${{ fromJson(needs.prepare.outputs.matrix) }}
-      fail-fast: false
-
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          fetch-depth: 0
-
-      - uses: astral-sh/setup-uv@v5
-
-      - name: Setup Node.js
-        if: endsWith(matrix.directory, '/package.json')
-        uses: actions/setup-node@v4
-        with:
-          node-version: '18'
-
-      - name: Setup Python
-        if: endsWith(matrix.directory, '/pyproject.toml')
-        run: uv python install
-
-      - name: Check release
-        id: check
-        run: |
-          # Create unique hash for this directory
-          dir_hash=$(echo "${{ matrix.directory }}" | sha256sum | awk '{print $1}')
-
-          # Run release check script with verbose output
-          echo "Running release check against last release: ${{ needs.prepare.outputs.last_release }}"
-
-          # Run git diff first to show changes
-          echo "Changes since last release:"
-          git diff --name-only "${{ needs.prepare.outputs.last_release }}" -- "${{ matrix.directory }}" || true
-
-          # Run the release check
-          output=$(uv run --script scripts/release.py --dry-run "${{ matrix.directory }}" "${{ needs.prepare.outputs.last_release }}" 2>&1)
-          exit_code=$?
-
-          echo "Release check output (exit code: $exit_code):"
-          echo "$output"
-
-          # Extract package info if successful
-          if [ $exit_code -eq 0 ]; then
-            pkg_info=$(echo "$output" | grep -o -E "[a-zA-Z0-9\-]+@[0-9]+\.[0-9]+\.[0-9]+" || true)
-          else
-            echo "Release check failed"
-            exit 1
-          fi
-
-          if [ ! -z "$pkg_info" ]; then
-            echo "Found package that needs release: $pkg_info"
-
-            # Create outputs directory
-            mkdir -p ./outputs
-
-            # Save both package info and full changes
-            echo "$pkg_info" > "./outputs/${dir_hash}_info"
-            echo "dir_hash=${dir_hash}" >> $GITHUB_OUTPUT
-
-            # Log what we're saving
-            echo "Saved package info to ./outputs/${dir_hash}_info:"
-            cat "./outputs/${dir_hash}_info"
-          else
-            echo "No release needed for this package"
-          fi
-
-      - name: Set artifact name
-        if: steps.check.outputs.dir_hash
-        id: artifact
-        run: |
-          # Replace forward slashes with dashes
-          SAFE_DIR=$(echo "${{ matrix.directory }}" | tr '/' '-')
-          echo "name=release-outputs-${SAFE_DIR}" >> $GITHUB_OUTPUT
-
-      - uses: actions/upload-artifact@v4
-        if: steps.check.outputs.dir_hash
-        with:
-          name: ${{ steps.artifact.outputs.name }}
-          path: ./outputs/${{ steps.check.outputs.dir_hash }}*
-
-  check-tag:
-    needs: [prepare, check-release]
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v4
-
-      - uses: actions/download-artifact@v4
-        with:
-          pattern: release-outputs-src-*
-          merge-multiple: true
-          path: outputs
-
-      - name: Simulate tag creation
-        run: |
-          if [ -d outputs ]; then
-            # Collect package info
-            find outputs -name "*_info" -exec cat {} \; > packages.txt
-
-            if [ -s packages.txt ]; then
-              DATE=$(date +%Y.%m.%d)
-              echo "🔍 Dry run: Would create tag v${DATE} if this was a real release"
-
-              # Generate comprehensive release notes
-              {
-                echo "# Release ${DATE}"
-                echo ""
-                echo "## Updated Packages"
-                while IFS= read -r line; do
-                  echo "- $line"
-                done < packages.txt
-              } > notes.md
-
-              echo "🔍 Would create release with following notes:"
-              cat notes.md
-
-              echo "🔍 Would create tag v${DATE} with the above release notes"
-              echo "🔍 Would create GitHub release from tag v${DATE}"
-            else
-              echo "No packages need release"
-            fi
-          else
-            echo "No release artifacts found"
-          fi
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index d2d084de..4f687118 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -1,103 +1,212 @@
-name: Release
+name: Automatic Release Creation
 
 on:
-  schedule:
-    # Run every day at 9:00 UTC
-    - cron: '0 9 * * *'
-  # Allow manual trigger for testing
   workflow_dispatch:
+  schedule:
+    - cron: '0 10 * * *'
 
 jobs:
-  prepare:
+  create-metadata:
     runs-on: ubuntu-latest
     outputs:
-      matrix: ${{ steps.set-matrix.outputs.matrix }}
-      last_release: ${{ steps.last-release.outputs.hash }}
+      hash: ${{ steps.last-release.outputs.hash }}
+      version: ${{ steps.create-version.outputs.version}}
+      npm_packages: ${{ steps.create-npm-packages.outputs.npm_packages}}
+      pypi_packages: ${{ steps.create-pypi-packages.outputs.pypi_packages}}
     steps:
       - uses: actions/checkout@v4
         with:
           fetch-depth: 0
 
-      - name: Find package directories
-        id: set-matrix
-        run: |
-          DIRS=$(git ls-tree -r HEAD --name-only | grep -E "package.json|pyproject.toml" | xargs dirname | grep -v "^.$" | jq -R -s -c 'split("\n")[:-1]')
-          echo "matrix=${DIRS}" >> $GITHUB_OUTPUT
-
       - name: Get last release hash
         id: last-release
         run: |
           HASH=$(git rev-list --tags --max-count=1 || echo "HEAD~1")
           echo "hash=${HASH}" >> $GITHUB_OUTPUT
+          echo "Using last release hash: ${HASH}"
 
-  release:
-    needs: prepare
+      - name: Install uv
+        uses: astral-sh/setup-uv@v5
+
+      - name: Create version name
+        id: create-version
+        run: |
+          VERSION=$(uv run --script scripts/release.py generate-version)
+          echo "version $VERSION"
+          echo "version=$VERSION" >> $GITHUB_OUTPUT
+
+      - name: Create notes
+        run: |
+          HASH="${{ steps.last-release.outputs.hash }}"
+          uv run --script scripts/release.py generate-notes --directory src/ $HASH > RELEASE_NOTES.md
+          cat RELEASE_NOTES.md
+
+      - name: Release notes
+        uses: actions/upload-artifact@v4
+        with:
+          name: release-notes
+          path: RELEASE_NOTES.md
+
+      - name: Create python matrix
+        id: create-pypi-packages
+        run: |
+          HASH="${{ steps.last-release.outputs.hash }}"
+          PYPI=$(uv run --script scripts/release.py generate-matrix --pypi --directory src $HASH)
+          echo "pypi_packages $PYPI"
+          echo "pypi_packages=$PYPI" >> $GITHUB_OUTPUT
+
+      - name: Create npm matrix
+        id: create-npm-packages
+        run: |
+          HASH="${{ steps.last-release.outputs.hash }}"
+          NPM=$(uv run --script scripts/release.py generate-matrix --npm --directory src $HASH)
+          echo "npm_packages $NPM"
+          echo "npm_packages=$NPM" >> $GITHUB_OUTPUT
+
+  update-packages:
+    needs: [create-metadata]
+    if: ${{ needs.create-metadata.outputs.npm_packages != '[]' || needs.create-metadata.outputs.pypi_packages != '[]' }}
     runs-on: ubuntu-latest
-    environment: release
-    strategy:
-      matrix:
-        directory: ${{ fromJson(needs.prepare.outputs.matrix) }}
-      fail-fast: false
-    permissions:
-      contents: write
-      packages: write
-
+    outputs:
+      changes_made: ${{ steps.commit.outputs.changes_made }}
     steps:
       - uses: actions/checkout@v4
         with:
           fetch-depth: 0
 
-      - uses: astral-sh/setup-uv@v5
+      - name: Install uv
+        uses: astral-sh/setup-uv@v5
 
-      - name: Setup Node.js
-        if: endsWith(matrix.directory, 'package.json')
-        uses: actions/setup-node@v4
+      - name: Update packages
+        run: |
+          HASH="${{ needs.create-metadata.outputs.hash }}"
+          uv run --script scripts/release.py update-packages --directory src/ $HASH
+
+      - name: Configure git
+        run: |
+          git config --global user.name "GitHub Actions"
+          git config --global user.email "actions@github.com"
+
+      - name: Commit changes
+        id: commit
+        run: |
+          VERSION="${{ needs.create-metadata.outputs.version }}"
+          git add -u
+          if git diff-index --quiet HEAD; then
+            echo "changes_made=false" >> $GITHUB_OUTPUT
+          else
+            git commit -m 'Automatic update of packages'
+            git tag -a "$VERSION" -m "Release $VERSION"
+            git push origin "$VERSION"
+            echo "changes_made=true" >> $GITHUB_OUTPUT
+          fi
+
+  publish-pypi:
+    needs: [update-packages, create-metadata]
+    strategy:
+      fail-fast: false
+      matrix:
+        package: ${{ fromJson(needs.create-metadata.outputs.pypi_packages) }}
+    name: Build ${{ matrix.package }}
+    environment: release
+    permissions:
+      id-token: write # Required for trusted publishing
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
         with:
-          node-version: '18'
+          ref: ${{ needs.create-metadata.outputs.version }}
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v5
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version-file: "src/${{ matrix.package }}/.python-version"
+
+      - name: Install dependencies
+        working-directory: src/${{ matrix.package }}
+        run: uv sync --frozen --all-extras --dev
+
+      - name: Run pyright
+        working-directory: src/${{ matrix.package }}
+        run: uv run --frozen pyright
+
+      - name: Build package
+        working-directory: src/${{ matrix.package }}
+        run: uv build
+
+      - name: Publish package to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          packages-dir: src/${{ matrix.package }}/dist
+
+  publish-npm:
+    needs: [update-packages, create-metadata]
+    strategy:
+      fail-fast: false
+      matrix:
+        package: ${{ fromJson(needs.create-metadata.outputs.npm_packages) }}
+    name: Build ${{ matrix.package }}
+    environment: release
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          ref: ${{ needs.create-metadata.outputs.version }}
+
+      - uses: actions/setup-node@v4
+        with:
+          node-version: 22
+          cache: npm
           registry-url: 'https://registry.npmjs.org'
 
-      - name: Setup Python
-        if: endsWith(matrix.directory, 'pyproject.toml')
-        run: uv python install
+      - name: Install dependencies
+        working-directory: src/${{ matrix.package }}
+        run: npm ci
 
-      - name: Release package
+      - name: Check if version exists on npm
+        working-directory: src/${{ matrix.package }}
+        run: |
+          VERSION=$(jq -r .version package.json)
+          if npm view --json | jq --arg version "$VERSION" '[.[]][0].versions | contains([$version])'; then
+            echo "Version $VERSION already exists on npm"
+            exit 1
+          fi
+          echo "Version $VERSION is new, proceeding with publish"
+
+      - name: Build package
+        working-directory: src/${{ matrix.package }}
+        run: npm run build
+
+      - name: Publish package
+        working-directory: src/${{ matrix.package }}
+        run: |
+          npm publish --access public
         env:
           NODE_AUTH_TOKEN: ${{ secrets.NPM_TOKEN }}
-          UV_PUBLISH_TOKEN: ${{ secrets.PYPI_TOKEN }}
-          run: uv run --script scripts/release.py "${{ matrix.directory }}" "${{ needs.prepare.outputs.last_release }}" >> "$GITHUB_OUTPUT"
 
   create-release:
-    needs: [prepare, release]
+    needs: [update-packages, create-metadata, publish-pypi, publish-npm]
+    if: needs.update-packages.outputs.changes_made == 'true'
     runs-on: ubuntu-latest
+    environment: release
     permissions:
       contents: write
     steps:
       - uses: actions/checkout@v4
 
-      - name: Create Release
+      - name: Download release notes
+        uses: actions/download-artifact@v4
+        with:
+          name: release-notes
+
+      - name: Create release
         env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN}}
         run: |
-          # Check if there's output from release step
-          if [ -s "$GITHUB_OUTPUT" ]; then
-            DATE=$(date +%Y.%m.%d)
-
-            # Create git tag
-            git tag -s -a -m"automated release v${DATE}" "v${DATE}"
-            git push origin "v${DATE}"
-
-            # Create release notes
-            echo "# Release ${DATE}" > notes.md
-            echo "" >> notes.md
-            echo "## Updated Packages" >> notes.md
-
-            # Read updated packages from github output
-            while IFS= read -r line; do
-              echo "- ${line}" >> notes.md
-            done < "$GITHUB_OUTPUT"
-
-            # Create GitHub release
-            gh release create "v${DATE}" \
-              --title "Release ${DATE}" \
-              --notes-file notes.md
-          fi
+          VERSION="${{ needs.create-metadata.outputs.version }}"
+          gh release create "$VERSION" \
+            --title "Release $VERSION" \
+            --notes-file RELEASE_NOTES.md
diff --git a/scripts/release.py b/scripts/release.py
index 17329560..05d76c0a 100755
--- a/scripts/release.py
+++ b/scripts/release.py
@@ -1,6 +1,6 @@
 #!/usr/bin/env uv run --script
 # /// script
-# requires-python = ">=3.11"
+# requires-python = ">=3.12"
 # dependencies = [
 #     "click>=8.1.8",
 #     "tomlkit>=0.13.2"
@@ -14,8 +14,8 @@ import json
 import tomlkit
 import datetime
 import subprocess
-from enum import Enum
-from typing import Any, NewType
+from dataclasses import dataclass
+from typing import Any, Iterator, NewType, Protocol
 
 
 Version = NewType("Version", str)
@@ -51,25 +51,58 @@ class GitHashParamType(click.ParamType):
 GIT_HASH = GitHashParamType()
 
 
-class PackageType(Enum):
-    NPM = 1
-    PYPI = 2
+class Package(Protocol):
+    path: Path
 
-    @classmethod
-    def from_path(cls, directory: Path) -> "PackageType":
-        if (directory / "package.json").exists():
-            return cls.NPM
-        elif (directory / "pyproject.toml").exists():
-            return cls.PYPI
-        else:
-            raise Exception("No package.json or pyproject.toml found")
+    def package_name(self) -> str: ...
+
+    def update_version(self, version: Version) -> None: ...
 
 
-def get_changes(path: Path, git_hash: str) -> bool:
+@dataclass
+class NpmPackage:
+    path: Path
+
+    def package_name(self) -> str:
+        with open(self.path / "package.json", "r") as f:
+            return json.load(f)["name"]
+
+    def update_version(self, version: Version):
+        with open(self.path / "package.json", "r+") as f:
+            data = json.load(f)
+            data["version"] = version
+            f.seek(0)
+            json.dump(data, f, indent=2)
+            f.truncate()
+
+
+@dataclass
+class PyPiPackage:
+    path: Path
+
+    def package_name(self) -> str:
+        with open(self.path / "pyproject.toml") as f:
+            toml_data = tomlkit.parse(f.read())
+            name = toml_data.get("project", {}).get("name")
+            if not name:
+                raise Exception("No name in pyproject.toml project section")
+            return str(name)
+
+    def update_version(self, version: Version):
+        # Update version in pyproject.toml
+        with open(self.path / "pyproject.toml") as f:
+            data = tomlkit.parse(f.read())
+            data["project"]["version"] = version
+
+        with open(self.path / "pyproject.toml", "w") as f:
+            f.write(tomlkit.dumps(data))
+
+
+def has_changes(path: Path, git_hash: GitHash) -> bool:
     """Check if any files changed between current state and git hash"""
     try:
         output = subprocess.run(
-            ["git", "diff", "--name-only", git_hash, "--", path],
+            ["git", "diff", "--name-only", git_hash, "--", "."],
             cwd=path,
             check=True,
             capture_output=True,
@@ -77,105 +110,101 @@ def get_changes(path: Path, git_hash: str) -> bool:
         )
 
         changed_files = [Path(f) for f in output.stdout.splitlines()]
-        relevant_files = [f for f in changed_files if f.suffix in ['.py', '.ts']]
+        relevant_files = [f for f in changed_files if f.suffix in [".py", ".ts"]]
         return len(relevant_files) >= 1
     except subprocess.CalledProcessError:
         return False
 
 
-def get_package_name(path: Path, pkg_type: PackageType) -> str:
-    """Get package name from package.json or pyproject.toml"""
-    match pkg_type:
-        case PackageType.NPM:
-            with open(path / "package.json", "rb") as f:
-                return json.load(f)["name"]
-        case PackageType.PYPI:
-            with open(path / "pyproject.toml") as f:
-                toml_data = tomlkit.parse(f.read())
-                name = toml_data.get("project", {}).get("name")
-                if not name:
-                    raise Exception("No name in pyproject.toml project section")
-                return str(name)
-
-
-def generate_version() -> Version:
+def gen_version() -> Version:
     """Generate version based on current date"""
     now = datetime.datetime.now()
     return Version(f"{now.year}.{now.month}.{now.day}")
 
 
-def publish_package(
-    path: Path, pkg_type: PackageType, version: Version, dry_run: bool = False
-):
-    """Publish package based on type"""
-    try:
-        match pkg_type:
-            case PackageType.NPM:
-                # Update version in package.json
-                with open(path / "package.json", "rb+") as f:
-                    data = json.load(f)
-                    data["version"] = version
-                    f.seek(0)
-                    json.dump(data, f, indent=2)
-                    f.truncate()
-
-                if not dry_run:
-                    # Publish to npm
-                    subprocess.run(["npm", "publish"], cwd=path, check=True)
-            case PackageType.PYPI:
-                # Update version in pyproject.toml
-                with open(path / "pyproject.toml") as f:
-                    data = tomlkit.parse(f.read())
-                    data["project"]["version"] = version
-
-                with open(path / "pyproject.toml", "w") as f:
-                    f.write(tomlkit.dumps(data))
-
-                if not dry_run:
-                    # Build and publish to PyPI
-                    subprocess.run(["uv", "build"], cwd=path, check=True)
-                    subprocess.run(
-                        ["uv", "publish", "--username", "__token__"],
-                        cwd=path,
-                        check=True,
-                    )
-    except Exception as e:
-        raise Exception(f"Failed to publish: {e}") from e
+def find_changed_packages(directory: Path, git_hash: GitHash) -> Iterator[Package]:
+    for path in directory.glob("*/package.json"):
+        if has_changes(path.parent, git_hash):
+            yield NpmPackage(path.parent)
+    for path in directory.glob("*/pyproject.toml"):
+        if has_changes(path.parent, git_hash):
+            yield PyPiPackage(path.parent)
 
 
-@click.command()
-@click.argument("directory", type=click.Path(exists=True, path_type=Path))
-@click.argument("git_hash", type=GIT_HASH)
+@click.group()
+def cli():
+    pass
+
+
+@cli.command("update-packages")
 @click.option(
-    "--dry-run", is_flag=True, help="Update version numbers but don't publish"
+    "--directory", type=click.Path(exists=True, path_type=Path), default=Path.cwd()
 )
-def main(directory: Path, git_hash: GitHash, dry_run: bool) -> int:
-    """Release package if changes detected"""
+@click.argument("git_hash", type=GIT_HASH)
+def update_packages(directory: Path, git_hash: GitHash) -> int:
     # Detect package type
-    try:
-        path = directory.resolve(strict=True)
-        pkg_type = PackageType.from_path(path)
-    except Exception as e:
-        return 1
+    path = directory.resolve(strict=True)
+    version = gen_version()
 
-    # Check for changes
-    if not get_changes(path, git_hash):
-        return 0
+    for package in find_changed_packages(path, git_hash):
+        name = package.package_name()
+        package.update_version(version)
 
-    try:
-        # Generate version and publish
-        version = generate_version()
-        name = get_package_name(path, pkg_type)
+        click.echo(f"{name}@{version}")
 
-        publish_package(path, pkg_type, version, dry_run)
-        if not dry_run:
-            click.echo(f"{name}@{version}")
-        else:
-            click.echo(f"Dry run: Would have published {name}@{version}")
-        return 0
-    except Exception as e:
-        return 1
+    return 0
+
+
+@cli.command("generate-notes")
+@click.option(
+    "--directory", type=click.Path(exists=True, path_type=Path), default=Path.cwd()
+)
+@click.argument("git_hash", type=GIT_HASH)
+def generate_notes(directory: Path, git_hash: GitHash) -> int:
+    # Detect package type
+    path = directory.resolve(strict=True)
+    version = gen_version()
+
+    click.echo(f"# Release : v{version}")
+    click.echo("")
+    click.echo("## Updated packages")
+    for package in find_changed_packages(path, git_hash):
+        name = package.package_name()
+        click.echo(f"- {name}@{version}")
+
+    return 0
+
+
+@cli.command("generate-version")
+def generate_version() -> int:
+    # Detect package type
+    click.echo(gen_version())
+    return 0
+
+
+@cli.command("generate-matrix")
+@click.option(
+    "--directory", type=click.Path(exists=True, path_type=Path), default=Path.cwd()
+)
+@click.option("--npm", is_flag=True, default=False)
+@click.option("--pypi", is_flag=True, default=False)
+@click.argument("git_hash", type=GIT_HASH)
+def generate_matrix(directory: Path, git_hash: GitHash, pypi: bool, npm: bool) -> int:
+    # Detect package type
+    path = directory.resolve(strict=True)
+    version = gen_version()
+
+    changes = []
+    for package in find_changed_packages(path, git_hash):
+        pkg = package.path.relative_to(path)
+        if npm and isinstance(package, NpmPackage):
+            changes.append(str(pkg))
+        if pypi and isinstance(package, PyPiPackage):
+            changes.append(str(pkg))
+
+    click.echo(json.dumps(changes))
+    return 0
 
 
 if __name__ == "__main__":
-    sys.exit(main())
+    sys.exit(cli())