diff --git a/.forgejo/workflows/deploy.yml b/.forgejo/workflows/deploy.yml
index a5ef3f0..ea726db 100644
--- a/.forgejo/workflows/deploy.yml
+++ b/.forgejo/workflows/deploy.yml
@@ -20,10 +20,13 @@ jobs:
         with:
           persist-credentials: false
 
-      - name: Install Docker + Compose
+      - name: Install Docker CLI + Compose Plugin
         run: |
-          apk add --no-cache docker-cli curl py3-pip
-          pip install docker-compose
+          apk add --no-cache docker-cli curl
+          mkdir -p ~/.docker/cli-plugins
+          curl -SL https://github.com/docker/compose/releases/download/v2.27.0/docker-compose-linux-x86_64 -o ~/.docker/cli-plugins/docker-compose
+          chmod +x ~/.docker/cli-plugins/docker-compose
+          docker compose version
         
       - name: Deploy with Docker
         run: |