diff --git a/.forgejo/workflows/ci.yml b/.forgejo/workflows/ci.yml
index fb32764..1c6dc40 100644
--- a/.forgejo/workflows/ci.yml
+++ b/.forgejo/workflows/ci.yml
@@ -10,64 +10,67 @@ jobs:
   lint:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4
+      - name: Checkout
+        run: |
+          git clone --depth 1 https://omegakubeserv.tail951d2f.ts.net/Omega_Kube/VisionApp.git .
+          git fetch --all
 
-      - uses: actions/setup-python@v5
-        with:
-          python-version: "3.12"
-
-      - name: Install dependencies
-        run: pip install -r requirements.txt -r requirements-dev.txt
+      - name: Setup Python
+        run: |
+          apt-get update && apt-get install -y python3 python3-pip python3-venv
+          python3 -m venv .venv
+          . .venv/bin/activate
+          pip install -r requirements.txt -r requirements-dev.txt
 
       - name: Ruff lint
-        run: ruff check .
+        run: |
+          . .venv/bin/activate
+          ruff check .
 
       - name: Ruff format check
-        run: ruff format --check .
+        run: |
+          . .venv/bin/activate
+          ruff format --check .
 
   test:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4
+      - name: Checkout
+        run: |
+          git clone --depth 1 https://omegakubeserv.tail951d2f.ts.net/Omega_Kube/VisionApp.git .
 
-      - uses: actions/setup-python@v5
-        with:
-          python-version: "3.12"
-
-      - name: Install dependencies
-        run: pip install -r requirements.txt -r requirements-dev.txt
+      - name: Setup Python
+        run: |
+          apt-get update && apt-get install -y python3 python3-pip python3-venv
+          python3 -m venv .venv
+          . .venv/bin/activate
+          pip install -r requirements.txt -r requirements-dev.txt
 
       - name: Syntax check
         run: |
-          python -m py_compile bot.py
-          python -m py_compile vision.py
-          python -m py_compile config.py
+          . .venv/bin/activate
+          python3 -m py_compile bot.py
+          python3 -m py_compile vision.py
+          python3 -m py_compile config.py
 
       - name: Run tests
-        run: pytest tests/ -v || true
+        run: |
+          . .venv/bin/activate
+          pytest tests/ -v || true
 
   deploy:
     needs: [lint, test]
     if: github.ref == 'refs/heads/main' && github.event_name == 'push'
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4
-
-      - name: Deploy to production server
-        uses: appleboy/ssh-action@v1
-        with:
-          host: ${{ secrets.PROD_HOST }}
-          username: ${{ secrets.PROD_USER }}
-          password: ${{ secrets.PROD_PASSWORD }}
-          script: |
+      - name: Deploy to production
+        run: |
+          apt-get update && apt-get install -y sshpass openssh-client
+          sshpass -p "${{ secrets.PROD_PASSWORD }}" ssh -o StrictHostKeyChecking=no ${{ secrets.PROD_USER }}@${{ secrets.PROD_HOST }} << 'DEPLOY'
             cd /home/discord/Bots/VisionApp
             git pull origin main --rebase
-            if command -v docker &>/dev/null; then
-              docker compose build --no-cache vision
-              docker compose up -d vision
-            else
-              pkill -f "python.*vision\.py" 2>/dev/null || true
-              source venv/bin/activate
-              pip install -r requirements.txt
-              nohup python vision.py > /dev/null 2>&1 &
-            fi
+            source venv/bin/activate
+            pip install -r requirements.txt
+            sudo systemctl restart vision-studio
+            echo "Deploy OK"
+          DEPLOY