diff --git a/.github/workflows/automerge.yml b/.github/workflows/automerge.yml
index 05c540d5..20451975 100644
--- a/.github/workflows/automerge.yml
+++ b/.github/workflows/automerge.yml
@@ -7,7 +7,7 @@ permissions:
 
 jobs:
   dependabot:
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
     if: ${{ github.actor == 'dependabot[bot]' }}
     steps:
       - name: Enable auto-merge for Dependabot PRs
diff --git a/.github/workflows/conventional-prs.yml b/.github/workflows/conventional-prs.yml
index b6a5bca4..78f6611f 100644
--- a/.github/workflows/conventional-prs.yml
+++ b/.github/workflows/conventional-prs.yml
@@ -9,7 +9,7 @@ on:
 
 jobs:
   title-format:
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
     steps:
       - uses: amannn/action-semantic-pull-request@v5.5.3
         env:
diff --git a/.github/workflows/docker-build.yml b/.github/workflows/docker-build.yml
index 9b173cef..001f0e0e 100644
--- a/.github/workflows/docker-build.yml
+++ b/.github/workflows/docker-build.yml
@@ -18,7 +18,7 @@ env:
 
 jobs:
   build-and-push-image:
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
     permissions:
       contents: read
       packages: write
diff --git a/.github/workflows/release-please.yml b/.github/workflows/release-please.yml
index 939d2192..f2a1ec22 100644
--- a/.github/workflows/release-please.yml
+++ b/.github/workflows/release-please.yml
@@ -17,7 +17,7 @@ env:
 jobs:
   release-please:
     if: github.repository_owner == 'varfish-org'
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
     outputs:
       release_created: ${{ steps.release.outputs.release_created }}
       release_name: ${{ steps.release.outputs.major }}.${{ steps.release.outputs.minor }}.${{ steps.release.outputs.patch }}
@@ -31,7 +31,7 @@ jobs:
 
   cargo-release:
     needs: release-please
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
     if: ${{ needs.release-please.outputs.release_created }}
     steps:
       - uses: actions/checkout@v4
@@ -40,7 +40,7 @@ jobs:
       - name: Install dependencies
         run: |
           sudo apt-get update -y
-          sudo apt-get install -y librocksdb-dev
+          sudo apt-get install -y librocksdb-dev libsnappy-dev libsqlite3-dev
 
       - name: Install stable toolchain
         uses: actions-rs/toolchain@v1
@@ -69,7 +69,7 @@ jobs:
 
   container-release:
     needs: release-please
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
     if: ${{ needs.release-please.outputs.release_created }}
     steps:
       - name: Checkout repository
diff --git a/.github/workflows/rust.yml b/.github/workflows/rust.yml
index c90431f5..5b515cd2 100644
--- a/.github/workflows/rust.yml
+++ b/.github/workflows/rust.yml
@@ -10,7 +10,7 @@ on:
 
 jobs:
   Formatting:
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
@@ -28,15 +28,20 @@ jobs:
           repo-token: ${{ secrets.GITHUB_TOKEN }}
 
       - name: Check format
-        run: |
+        run:
           cargo fmt -- --check
 
   Linting:
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
 
+      - name: Install dependencies
+        run: |
+          sudo apt-get update -y
+          sudo apt-get install -y librocksdb-dev libsnappy-dev libsqlite3-dev
+
       - name: Install stable toolchain
         uses: actions-rs/toolchain@v1
         with:
@@ -56,7 +61,7 @@ jobs:
 
   Testing:
     needs: Formatting
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4