diff --git a/.forgejo/workflows/deploy.yml b/.forgejo/workflows/deploy.yml
index 74987e7..ab4221a 100644
--- a/.forgejo/workflows/deploy.yml
+++ b/.forgejo/workflows/deploy.yml
@@ -11,48 +11,74 @@ on:
       - main
 
 env:
-  # Для Docker Hub REGISTRY не нужен - оставляем пустым
-  IMAGE_NAME: ${{ secrets.IMAGE_NAME || 'flask-app' }}
+  IMAGE_NAME: ${{ secrets.IMAGE_NAME || 'vsdiscoveries/flask-app' }}
   DEPLOY_HOST: ${{ secrets.DEPLOY_HOST }}
   DEPLOY_USER: ${{ secrets.DEPLOY_USER }}
   DEPLOY_PORT: ${{ secrets.DEPLOY_PORT || '22' }}
 
 jobs:
-  test:
-    runs-on: ubuntu-latest
+  setup:
+    runs-on: docker
     steps:
-      - name: Checkout code
-        uses: actions/checkout@v4
+      - name: Clone repository
+        run: |
+          git config --global http.sslVerify false
+          git clone https://vicsergeev.ru/forgejo/Vic/DummyApp.git .
+          git checkout ${{ github.sha }}
+          ls -la
+      - name: Setup complete
+        run: echo "✅ Setup complete, starting pipeline..."
 
-      - name: Setup Python
-        uses: actions/setup-python@v4
-        with:
-          python-version: '3.9'  # Исправил на 3.9, т.к. 3.14 еще нет
+  test:
+    needs: setup
+    runs-on: docker
+    steps:
+      - name: Clone repository
+        run: |
+          git config --global http.sslVerify false
+          git clone https://vicsergeev.ru/forgejo/Vic/DummyApp.git .
+          git checkout ${{ github.sha }}
+
+      - name: Install Python
+        run: |
+          apt-get update
+          apt-get install -y python3 python3-pip python3-venv
+          python3 --version
 
       - name: Install dependencies
         run: |
-          python -m pip install --upgrade pip
-          pip install -r requirements.txt
-          pip install pytest flake8
+          python3 -m pip install --upgrade pip
+          pip3 install -r requirements.txt
+          pip3 install pytest flake8
 
       - name: Lint with flake8
         run: |
           flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
           flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
 
-      - name: Test with pytest (опционально)
-        run: |
-          # Добавьте тесты если есть
-          echo "Tests passed!"
+      - name: Test with pytest
+        run: echo "✅ Tests passed!"
 
   build-and-push:
     needs: test
-    runs-on: ubuntu-latest
+    runs-on: docker
     if: github.event_name == 'push'
 
     steps:
-      - name: Checkout code
-        uses: actions/checkout@v4
+      - name: Clone repository
+        run: |
+          git config --global http.sslVerify false
+          git clone https://vicsergeev.ru/forgejo/Vic/DummyApp.git .
+          git checkout ${{ github.sha }}
+
+      - name: Install Docker CLI
+        run: |
+          apt-get update
+          apt-get install -y ca-certificates curl
+          curl -fsSL https://download.docker.com/linux/static/stable/x86_64/docker-26.1.4.tgz -o docker.tgz
+          tar xzf docker.tgz --strip-components=1 -C /usr/bin docker/docker
+          rm docker.tgz
+          docker --version
 
       - name: Set up Docker Buildx
         uses: docker/setup-buildx-action@v3
@@ -62,7 +88,6 @@ jobs:
         with:
           username: ${{ secrets.REGISTRY_USERNAME }}
           password: ${{ secrets.REGISTRY_PASSWORD }}
-          # registry не указываем - по умолчанию Docker Hub
 
       - name: Get commit hash
         id: vars
@@ -80,25 +105,32 @@ jobs:
             ${{ env.IMAGE_NAME }}:latest
             ${{ env.IMAGE_NAME }}:${{ steps.vars.outputs.IMAGE_TAG }}
             ${{ env.IMAGE_NAME }}:${{ github.run_number }}
-          cache-from: type=gha
-          cache-to: type=gha,mode=max
           build-args: |
             COMMIT_HASH=${{ steps.vars.outputs.COMMIT_HASH }}
             BUILD_TIME=${{ steps.vars.outputs.BUILD_TIME }}
 
   deploy:
     needs: build-and-push
-    runs-on: ubuntu-latest
+    runs-on: docker
     if: github.event_name == 'push' && github.ref == 'refs/heads/master'
 
     steps:
-      - name: Checkout code
-        uses: actions/checkout@v4
+      - name: Clone repository
+        run: |
+          git config --global http.sslVerify false
+          git clone https://vicsergeev.ru/forgejo/Vic/DummyApp.git .
+          git checkout ${{ github.sha }}
 
       - name: Setup SSH
-        uses: webfactory/ssh-agent@v0.9.0
-        with:
-          ssh-private-key: ${{ secrets.SSH_PRIVATE_KEY }}
+        run: |
+          apt-get update && apt-get install -y openssh-client
+          mkdir -p /root/.ssh
+          chmod 700 /root/.ssh
+          
+          echo "${{ secrets.SSH_PRIVATE_KEY }}" | sed 's/\r$//' > /root/.ssh/deploy_key
+          chmod 600 /root/.ssh/deploy_key
+          
+          ssh-keyscan -p ${{ env.DEPLOY_PORT }} -H ${{ env.DEPLOY_HOST }} > /root/.ssh/known_hosts 2>/dev/null || true
 
       - name: Add host to known_hosts
         run: |
@@ -106,10 +138,9 @@ jobs:
 
       - name: Deploy to VPS
         run: |
-          ssh -p ${{ env.DEPLOY_PORT }} ${{ env.DEPLOY_USER }}@${{ env.DEPLOY_HOST }} << 'DEPLOY_SCRIPT'
+          ssh -p ${{ env.DEPLOY_PORT }} -i /root/.ssh/deploy_key -o StrictHostKeyChecking=no -o BatchMode=yes ${{ env.DEPLOY_USER }}@${{ env.DEPLOY_HOST }} << 'DEPLOY_SCRIPT'
             set -e
             
-            # Переменные для деплоя
             APP_NAME="flask-app"
             IMAGE_NAME="${{ env.IMAGE_NAME }}"
             CONTAINER_NAME="flask-app"
@@ -118,20 +149,16 @@ jobs:
             
             echo "🚀 Начинаем деплой на сервер..."
             
-            # Создаем директорию для приложения если её нет
             mkdir -p $DEPLOY_DIR
             cd $DEPLOY_DIR
             
-            # Загружаем последний образ (без REGISTRY, т.к. Docker Hub по умолчанию)
             echo "📦 Загружаем Docker образ с Docker Hub..."
             docker pull $IMAGE_NAME:latest
             
-            # Останавливаем и удаляем старый контейнер
             echo "🔄 Перезапускаем контейнер..."
             docker stop $CONTAINER_NAME 2>/dev/null || true
             docker rm $CONTAINER_NAME 2>/dev/null || true
             
-            # Запускаем новый контейнер
             echo "🚀 Запускаем новый контейнер..."
             docker run -d \
               --name $CONTAINER_NAME \
@@ -143,8 +170,7 @@ jobs:
               -e SECRET_KEY="${{ secrets.APP_SECRET_KEY }}" \
               $IMAGE_NAME:latest
             
-            # Проверяем здоровье
-            sleep 5
+            sleep 15
             if curl -f http://localhost:$PORT/health; then
               echo "✅ Деплой успешно завершен!"
               echo "🌐 Приложение доступно на порту $PORT"
@@ -154,7 +180,6 @@ jobs:
               exit 1
             fi
             
-            # Очищаем старые образы
             echo "🧹 Очищаем старые Docker образы..."
             docker image prune -f
           DEPLOY_SCRIPT
diff --git a/Dockerfile b/Dockerfile
index 862816e..ec2efcd 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,34 +1,21 @@
-# Многоступенчатая сборка для оптимизации
-FROM python:3.14-slim as builder
+FROM python:3.12-slim
 
 WORKDIR /app
 
-# Устанавливаем зависимости
+# Ставим зависимости глобально (доступно всем пользователям)
 COPY requirements.txt .
 RUN pip install --no-cache-dir -r requirements.txt
 
-# Финальный образ
-FROM python:3.14-slim
-
-WORKDIR /app
-
-# Копируем зависимости из builder
-COPY --from=builder /usr/local/lib/python3.9/site-packages /usr/local/lib/python3.9/site-packages
-COPY --from=builder /usr/local/bin /usr/local/bin
-
-# Копируем код приложения
+# Копируем код
 COPY . .
 
-# Создаем пользователя для запуска
+# Создаём пользователя и даём права на /app
 RUN useradd -m -u 1000 appuser && chown -R appuser:appuser /app
 USER appuser
 
-# Экспортируем порт
 EXPOSE 5000
 
-# Health check
 HEALTHCHECK --interval=30s --timeout=3s --start-period=5s --retries=3 \
-  CMD python -c "import requests; requests.get('http://localhost:5000/health')" || exit 1
+  CMD python -c "import urllib.request; urllib.request.urlopen('http://localhost:5000/health')" || exit 1
 
-# Запускаем через gunicorn
 CMD ["gunicorn", "--bind", "0.0.0.0:5000", "--workers", "4", "run:app"]
\ No newline at end of file
diff --git a/README.md b/README.md
index 40e8b06..9d84cce 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,9 @@
-# DummyApp
-
-Dummy app for dockerfile training
+# DummyApp for dockerfile training & Forgejo CI/CD
+My first time
 
 ### Dockerfile
-is created with AI, used as best practices example
\ No newline at end of file
+is created with AI, used as best practices example
+
+### Success
+I started with very difficult one - Forgejo has to be setup manualy, runner install seperatly
+All secerest also done manually. "How to" doc is going to be created in nearest future
\ No newline at end of file
diff --git a/run.py b/run.py
index 7425f4c..d365871 100644
--- a/run.py
+++ b/run.py
@@ -3,4 +3,5 @@ from app import create_app
 app = create_app()
 
 if __name__ == '__main__':
+    print("Starting server...")
     app.run(host='0.0.0.0', port=5000, debug=True)
\ No newline at end of file