diff --git a/.github/workflows/citus-package-all-platforms-test.yml b/.github/workflows/citus-package-all-platforms-test.yml
index a7692477..256bc8bc 100644
--- a/.github/workflows/citus-package-all-platforms-test.yml
+++ b/.github/workflows/citus-package-all-platforms-test.yml
@@ -1,8 +1,6 @@
 name: Citus package all platforms tests
 
 env:
-  GH_TOKEN: ${{ secrets.GH_TOKEN }}
-  GITHUB_TOKEN: ${{ secrets.GH_TOKEN }}
   PACKAGING_PASSPHRASE: ${{ secrets.PACKAGING_PASSPHRASE }}
   MICROSOFT_EMAIL: gindibay@microsoft.com
   USER_NAME: Gurkan Indibay
@@ -36,6 +34,19 @@ jobs:
       PLATFORM: ${{ matrix.platform }}
 
     steps:
+      - name: Generate GitHub App token
+        id: app-token
+        uses: actions/create-github-app-token@v2
+        with:
+          app-id: ${{ vars.GH_APP_ID || secrets.GH_APP_ID }}
+          private-key: ${{ secrets.GH_APP_KEY }}
+          owner: citusdata
+
+      - name: Export GitHub App token to environment
+        run: |
+          echo "GH_TOKEN=${{ steps.app-token.outputs.token }}" >> "$GITHUB_ENV"
+          echo "GITHUB_TOKEN=${{ steps.app-token.outputs.token }}" >> "$GITHUB_ENV"
+
       - name: Checkout repository
         uses: actions/checkout@v3
 
diff --git a/.github/workflows/packaging-methods-tests.yml b/.github/workflows/packaging-methods-tests.yml
index 7d53056f..ecd7e7e6 100644
--- a/.github/workflows/packaging-methods-tests.yml
+++ b/.github/workflows/packaging-methods-tests.yml
@@ -1,8 +1,5 @@
 name: Packaging helper methods tests
 
-env:
-  GH_TOKEN: ${{ secrets.GH_TOKEN }}
-
 on:
   push:
     branches:
@@ -15,6 +12,17 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
+      - name: Generate GitHub App token
+        id: app-token
+        uses: actions/create-github-app-token@v2
+        with:
+          app-id: ${{ vars.GH_APP_ID || secrets.GH_APP_ID }}
+          private-key: ${{ secrets.GH_APP_KEY }}
+          owner: citusdata
+
+      - name: Export GitHub App token to environment
+        run: echo "GH_TOKEN=${{ steps.app-token.outputs.token }}" >> "$GITHUB_ENV"
+
       - name: Checkout repository
         uses: actions/checkout@v3
 
diff --git a/.github/workflows/statistic-schedule.yml b/.github/workflows/statistic-schedule.yml
index 3dcb4b22..b49daf37 100644
--- a/.github/workflows/statistic-schedule.yml
+++ b/.github/workflows/statistic-schedule.yml
@@ -5,7 +5,6 @@ env:
   DB_PASSWORD: ${{ secrets.STATS_DB_PASSWORD }}
   DB_HOST_AND_PORT: ${{ secrets.STATS_DB_HOST_AND_PORT }}
   DB_NAME: ${{ secrets.STATS_DB_NAME }}
-  GH_TOKEN: ${{ secrets.GH_TOKEN }}
 on:
   schedule:
     - cron: "0 16 * * *"
@@ -25,6 +24,17 @@ jobs:
         job_name: [docker_pull_citus, github_clone_citus, homebrew_citus]
 
     steps:
+      - name: Generate GitHub App token
+        id: app-token
+        uses: actions/create-github-app-token@v2
+        with:
+          app-id: ${{ vars.GH_APP_ID || secrets.GH_APP_ID }}
+          private-key: ${{ secrets.GH_APP_KEY }}
+          owner: citusdata
+
+      - name: Export GitHub App token to environment
+        run: echo "GH_TOKEN=${{ steps.app-token.outputs.token }}" >> "$GITHUB_ENV"
+
       - name: Checkout repository
         uses: actions/checkout@v3
 
diff --git a/.github/workflows/statistic-tests.yml b/.github/workflows/statistic-tests.yml
index 5b9eb9ea..7cf31b40 100644
--- a/.github/workflows/statistic-tests.yml
+++ b/.github/workflows/statistic-tests.yml
@@ -5,7 +5,6 @@ env:
   DB_PASSWORD: ${{ secrets.STATS_DB_PASSWORD }}
   DB_HOST_AND_PORT: ${{ secrets.STATS_DB_HOST_AND_PORT }}
   DB_NAME: ${{ secrets.STATS_DB_NAME }}
-  GH_TOKEN: ${{ secrets.GH_TOKEN }}
   PACKAGE_CLOUD_API_TOKEN: ${{ secrets.PACKAGE_CLOUD_API_TOKEN }}
   PACKAGE_CLOUD_ADMIN_API_TOKEN: ${{ secrets.PACKAGE_CLOUD_ADMIN_API_TOKEN }}
 on:
@@ -21,6 +20,17 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
+      - name: Generate GitHub App token
+        id: app-token
+        uses: actions/create-github-app-token@v2
+        with:
+          app-id: ${{ vars.GH_APP_ID || secrets.GH_APP_ID }}
+          private-key: ${{ secrets.GH_APP_KEY }}
+          owner: citusdata
+
+      - name: Export GitHub App token to environment
+        run: echo "GH_TOKEN=${{ steps.app-token.outputs.token }}" >> "$GITHUB_ENV"
+
       - name: Checkout repository
         uses: actions/checkout@v3
 
diff --git a/.github/workflows/tool-tests.yml b/.github/workflows/tool-tests.yml
index 8759a7d5..c7cfef4d 100644
--- a/.github/workflows/tool-tests.yml
+++ b/.github/workflows/tool-tests.yml
@@ -1,7 +1,6 @@
 name: Tool Tests
 
 env:
-  GH_TOKEN: ${{ secrets.GH_TOKEN }}
   MICROSOFT_EMAIL: gindibay@microsoft.com
   USER_NAME: Gurkan Indibay
   MAIN_BRANCH: all-citus
@@ -27,6 +26,17 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
+      - name: Generate GitHub App token
+        id: app-token
+        uses: actions/create-github-app-token@v2
+        with:
+          app-id: ${{ vars.GH_APP_ID || secrets.GH_APP_ID }}
+          private-key: ${{ secrets.GH_APP_KEY }}
+          owner: citusdata
+
+      - name: Export GitHub App token to environment
+        run: echo "GH_TOKEN=${{ steps.app-token.outputs.token }}" >> "$GITHUB_ENV"
+
       - name: Checkout repository
         uses: actions/checkout@v3
         with: