diff --git a/.github/workflows/release-please.yml b/.github/workflows/release-please.yml
index 4b5c419..91216ea 100644
--- a/.github/workflows/release-please.yml
+++ b/.github/workflows/release-please.yml
@@ -3,17 +3,20 @@ on:
     branches:
       - main
 
-permissions:
-  contents: write
-  pull-requests: write
-
 name: release-please
 
 jobs:
   release-please:
     runs-on: ubuntu-latest
     steps:
-      - uses: googleapis/release-please-action@v4
+      - name: Get app token
+        id: app-token
+        uses: PostHog/create-app-token@main
+        with:
+          app_id: ${{ secrets.GH_APP_WIZARD_RELEASER_APP_ID }}
+          private_key: ${{ secrets.GH_APP_WIZARD_RELEASER_PRIVATE_KEY }}
+
+       - uses: googleapis/release-please-action@16a9c90856f42705d54a6fda1823352bdc62cf38 # v4.4.0
         with:
-          token: ${{ secrets.POSTHOG_BOT_PAT }}
+          token: ${{ steps.app-token.outputs.token }}
           release-type: node