diff --git a/.github/workflows/changelog.yml b/.github/workflows/changelog.yml
index e902fb3..34ff2aa 100644
--- a/.github/workflows/changelog.yml
+++ b/.github/workflows/changelog.yml
@@ -18,6 +18,11 @@ jobs:
         with:
           python-version: '3.x'
 
+      - name: Install system dependencies
+        run: |
+          sudo apt-get update
+          sudo apt-get install -y build-essential libyaml-dev
+
       - name: Install Rye and dependencies
         run: |
           python -m pip install --upgrade pip
@@ -41,3 +46,17 @@ jobs:
         run: |
           bump2version patch
           git push --follow-tags
+
+      - name: Install GitHub CLI
+        run: |
+          sudo apt-key adv --keyserver keyserver.ubuntu.com --recv-key C99B11DEB97541F0
+          sudo apt-add-repository https://cli.github.com/packages
+          sudo apt update
+          sudo apt install gh
+
+      - name: Create GitHub release
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          TAG=$(git describe --tags `git rev-list --tags --max-count=1`)
+          gh release create $TAG --title "$TAG" --notes "$(awk '/## \['$TAG'\]/,/^## \[/{if(NR!=1)print}' CHANGELOG.md)"