diff --git a/.gitea/workflows/build.yaml b/.gitea/workflows/build.yaml
new file mode 100644
index 0000000..52f4db0
--- /dev/null
+++ b/.gitea/workflows/build.yaml
@@ -0,0 +1,104 @@
+name: Build & Publish Backend
+on: 
+  push:
+    paths: 
+      - "api/**"
+      - "frontend/**"
+      - "telegram_bot/**"
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Check out the repo
+        uses: actions/checkout@v3
+
+      - name: Check changed directories
+        uses: https://github.com/dorny/paths-filter@v2
+        id: changes
+        with:
+           filters: |
+              api:
+                - 'api/**'
+              frontend:
+                - 'frontend/**'
+              telegram_bot:
+                - 'telegram_bot/**'
+
+      # Frontend
+      - name: "[Frontend] Docker meta"
+        if: steps.changes.outputs.frontend == 'true'
+        id: frontend-meta
+        uses: https://github.com/docker/metadata-action@v4
+        with:
+          images: git.flokaiser.com/dhbw/aktienbot-frontend
+          tags: |
+             type=sha,enable=true,priority=100,prefix={{branch}}-,suffix=,format=short
+             type=raw,value=latest,enable={{is_default_branch}}
+
+      # API
+      - name: "[API] Docker meta"
+        if: steps.changes.outputs.api == 'true'
+        id: api-meta
+        uses: https://github.com/docker/metadata-action@v4
+        with:
+          images: git.flokaiser.com/dhbw/aktienbot-api
+          tags: |
+             type=sha,enable=true,priority=100,prefix={{branch}}-,suffix=,format=short
+             type=raw,value=latest,enable={{is_default_branch}}
+
+      # Bot
+      - name: "[Bot] Docker meta"
+        if: steps.changes.outputs.telegram_bot == 'true'
+        id: bot-meta
+        uses: https://github.com/docker/metadata-action@v4
+        with:
+          images: git.flokaiser.com/dhbw/aktienbot-bot
+          tags: |
+             type=sha,enable=true,priority=100,prefix={{branch}}-,suffix=,format=short
+             type=raw,value=latest,enable={{is_default_branch}}
+
+      - name: Get get-docker.sh
+        run: curl -fsSL https://get.docker.com -o get-docker.sh
+
+      - name: Install docker
+        run: sh get-docker.sh
+        
+      - name: Login to Registry
+        uses: docker/login-action@v2
+        with:
+          registry: git.flokaiser.com
+          username: ${{ secrets.REGISTRY_USERNAME }}
+          password: ${{ secrets.REGISTRY_TOKEN }}
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v2
+
+      # Frontend
+      - name: "[Frontend] Build and push"
+        if: steps.changes.outputs.frontend == 'true'
+        uses: docker/build-push-action@v4
+        with:
+          file: frontend/Dockerfile
+          platforms: linux/amd64
+          push: true
+          tags: ${{ steps.frontend-meta.outputs.tags }}
+
+      # API
+      - name: "[Frontend] Build and push"
+        if: steps.changes.outputs.api == 'true'
+        uses: docker/build-push-action@v4
+        with:
+          file: api/Dockerfile
+          platforms: linux/amd64
+          push: true
+          tags: ${{ steps.api-meta.outputs.tags }}
+
+      # Bot
+      - name: "[Bot] Build and push"
+        if: steps.changes.outputs.bot == 'true'
+        uses: docker/build-push-action@v4
+        with:
+          file: telegram_bot/Dockerfile
+          platforms: linux/amd64
+          push: true
+          tags: ${{ steps.bot-meta.outputs.tags }}
\ No newline at end of file
diff --git a/.woodpecker.yml b/.woodpecker.yml
deleted file mode 100644
index 201f398..0000000
--- a/.woodpecker.yml
+++ /dev/null
@@ -1,87 +0,0 @@
-pipeline:
-  generate_docker_tag:
-    image: golang
-    commands:
-      - echo -n "${CI_COMMIT_BRANCH//\//-}-${CI_COMMIT_SHA:0:8}, latest" > .tags
-    when:
-      path: [ "frontend/**", "telegram_bot/**", "api/**" ]
-      event: push
-
-
-  # -------------------------------------- API --------------------------------------
-  build_api:
-    image: woodpeckerci/plugin-docker-buildx
-    settings:
-      repo:
-        from_secret: repo_api
-      username:
-        from_secret: username
-      password:
-        from_secret: password
-      registry:
-        from_secret: registry
-      dockerfile: api/Dockerfile
-      platforms: linux/amd64
-    when:
-      path: "api/**"
-      event: push
-
-
-  # -------------------------------------- Bot --------------------------------------
-  build_bot:
-    image: woodpeckerci/plugin-docker-buildx
-    settings:
-      repo:
-        from_secret: repo_bot
-      username:
-        from_secret: username
-      password:
-        from_secret: password
-      registry:
-        from_secret: registry
-      dockerfile: telegram_bot/Dockerfile
-      platforms: linux/amd64
-    when:
-      path: "telegram_bot/**"
-      event: push
-
-
-  # -------------------------------------- Frontend --------------------------------------
-  build_frontend:
-    image: woodpeckerci/plugin-docker-buildx
-    settings:
-      repo:
-        from_secret: repo_frontend
-      username:
-        from_secret: username
-      password:
-        from_secret: password
-      registry:
-        from_secret: registry
-      dockerfile: frontend/Dockerfile
-      platforms: linux/amd64
-    when:
-      path: "frontend/**"
-      event: push
-
-
-  # -------------------------------------- Deploy --------------------------------------
-  deploy:
-    image: appleboy/drone-ssh
-    network_mode: host
-    settings:
-      host:
-        from_secret: ssh_host
-      username:
-        from_secret: ssh_user
-      password:
-        from_secret: ssh_password
-      script:
-        - cd ~/docker-compose-files/telegram_aktien_bot
-        - docker-compose pull
-        - docker-compose --env-file ~/docker-compose-env/telegram_aktien_bot.env up -d
-    when:
-      path: [ "frontend/**", "telegram_bot/**", "api/**" ]
-      event: push
-
-branches: main
diff --git a/telegram_bot/Dockerfile b/telegram_bot/Dockerfile
index 3a780ec..97d6272 100644
--- a/telegram_bot/Dockerfile
+++ b/telegram_bot/Dockerfile
@@ -1,14 +1,18 @@
-FROM python:3.11-slim
+FROM python:3.10-slim
 
 # Change the working directory to the root of the project
 WORKDIR /srv/flask_app
 
+# Create venv
+RUN python -m venv myvenv
+ENV PATH="myvenv/bin:$PATH"
+
 # Install the dependencies
-COPY telegram_bot/requirements.txt /srv/flask_app/
+COPY requirements.txt /srv/flask_app/
 RUN pip install -r requirements.txt --src /usr/local/src --no-warn-script-location
 
 # Copy the source code to the working directory
-COPY telegram_bot /srv/flask_app
+COPY . /srv/flask_app
 
 # Change file permissions
 RUN chmod +x ./deploy/start.sh