diff --git a/.github/actions/setup_backend/action.yml b/.github/actions/setup_backend/action.yml
index 0a35294..f6e1bfa 100644
--- a/.github/actions/setup_backend/action.yml
+++ b/.github/actions/setup_backend/action.yml
@@ -15,6 +15,10 @@ runs:
   using: composite
   steps:
 
+  - name: Install linux dependencies
+    run: apt-get install zlib1g-dev
+    shell: bash --login -eo pipefail {0}
+
   - name: Set up Python ${{ inputs.python-version }}
     uses: actions/setup-python@v5
     with:
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 335caa1..7acffb3 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -4,7 +4,7 @@ on: [push]
 
 jobs:
   pre-commit:
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-22.04
     strategy:
       matrix:
         python-version: ["3.9", "3.11", "3.12"]
@@ -19,7 +19,7 @@ jobs:
 
   types:
     needs: [pre-commit]
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-22.04
     strategy:
       matrix:
         python-version: ["3.9", "3.11", "3.12"]
@@ -34,7 +34,7 @@ jobs:
 
   tests:
     needs: [pre-commit, types]
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-22.04
     strategy:
       matrix:
         python-version: ["3.9", "3.12"]
diff --git a/.github/workflows/frontend.yml b/.github/workflows/frontend.yml
index 184e632..0c211a8 100644
--- a/.github/workflows/frontend.yml
+++ b/.github/workflows/frontend.yml
@@ -5,7 +5,7 @@ on: [push]
 
 jobs:
     lint:
-      runs-on: ubuntu-latest
+      runs-on: ubuntu-22.04
 
       defaults:
         run: