diff --git a/.github/workflows/workflow.yml b/.github/workflows/workflow.yml
index 57bbb46..c5c91f8 100644
--- a/.github/workflows/workflow.yml
+++ b/.github/workflows/workflow.yml
@@ -65,7 +65,7 @@ jobs:
     if: ${{ vars.RUN_CICD == 'true' }}
     steps:
       - name: Clone repository
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
       - name: Lint Python app
         uses: swiss-ai-center/common-code/.github/actions/lint-python-app@main
@@ -78,7 +78,7 @@ jobs:
     if: ${{ vars.RUN_CICD == 'true' }}
     steps:
       - name: Clone repository
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
       - name: Test Python app
         uses: swiss-ai-center/common-code/.github/actions/test-python-app@main
@@ -89,10 +89,10 @@ jobs:
   release:
     needs: test
     runs-on: ubuntu-latest
-    if: ${{ vars.RUN_CICD == 'true' && success() && (github.ref == 'refs/heads/main' || github.ref == 'refs/heads/prod') && (vars.DEPLOY_DEV == 'true' || vars.DEPLOY_PROD == 'true') }}
+    if: ${{ vars.RUN_CICD == 'true' && success() && github.ref == 'refs/heads/main' && (vars.DEPLOY_DEV == 'true' || vars.DEPLOY_PROD == 'true') }}
     steps:
       - name: Clone repository
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
       - name: Build and push Docker image to GitHub
         id: build-and-push-docker-image-to-github
@@ -111,7 +111,7 @@ jobs:
     if: ${{ vars.RUN_CICD == 'true' && success() && github.ref == 'refs/heads/main' && vars.DEPLOY_DEV == 'true' }}
     steps:
       - name: Clone repository
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
       - name: Get service Docker image SHA tag
         shell: bash
@@ -134,6 +134,11 @@ jobs:
           engine-announce-retries: ${{ env.DEV_ENGINE_ANNOUNCE_RETRIES }}
           engine-announce-retry-delay: ${{ env.DEV_ENGINE_ANNOUNCE_RETRY_DELAY }}
 
+      - name: Remove unnecessary keys from configuration files
+        uses: swiss-ai-center/common-code/.github/actions/remove-unnecessary-keys-from-kubernetes-configuration-files@main
+        with:
+          configuration-files-location: ./kubernetes
+
       - name: Deploy service on the Kubernetes cluster
         uses: swiss-ai-center/common-code/.github/actions/execute-command-on-kubernetes-cluster@main
         with:
@@ -150,10 +155,10 @@ jobs:
   deploy-prod:
     needs: release
     runs-on: ubuntu-latest
-    if: ${{ vars.RUN_CICD == 'true' && success() && github.ref == 'refs/heads/prod' && vars.DEPLOY_PROD == 'true' }}
+    if: ${{ vars.RUN_CICD == 'true' && success() && github.ref == 'refs/heads/main' && vars.DEPLOY_PROD == 'true' }}
     steps:
       - name: Clone repository
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
       - name: Get service Docker image SHA tag
         shell: bash
diff --git a/Dockerfile b/Dockerfile
index 7591b38..c1057e0 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,5 +1,5 @@
 # Base image
-FROM python:3.10
+FROM python:3.11
 
 # Install all required packages to run the model
 RUN apt update && apt install --yes ffmpeg libsm6 libxext6
diff --git a/development.Dockerfile b/development.Dockerfile
index 7d8b2dc..45f3b09 100644
--- a/development.Dockerfile
+++ b/development.Dockerfile
@@ -1,5 +1,5 @@
 # Base image
-FROM python:3.10
+FROM python:3.11
 
 # Install all required packages to run the model
 RUN apt update && apt install --yes ffmpeg libsm6 libxext6
diff --git a/docker-compose.yml b/docker-compose.yml
index 82a38fe..eecd2d2 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -10,7 +10,7 @@ services:
           echo '.venv exists and is not empty'; 
         else 
           echo '.venv does not exist or is empty'; 
-          python3.10 -m venv .venv; 
+          python3.11 -m venv .venv; 
         fi &&
         # Activate the virtual environment
         source .venv/bin/activate &&
@@ -23,6 +23,8 @@ services:
     environment:
       - ENGINE_URLS=["http://host.docker.internal:8080"]
       - SERVICE_URL=http://host.docker.internal:${SERVICE_PORT}
+    extra_hosts:
+      - "host.docker.internal:host-gateway"
     ports:
       - ${SERVICE_PORT}:9090
     working_dir: /workspaces/service
diff --git a/kubernetes/ingress.yml b/kubernetes/ingress.yml
index fb2020a..19aba71 100644
--- a/kubernetes/ingress.yml
+++ b/kubernetes/ingress.yml
@@ -3,20 +3,23 @@ kind: Ingress
 metadata:
   name: my-service-ingress
   annotations:
+    cert-manager.io/issuer: "letsencrypt"
     nginx.ingress.kubernetes.io/proxy-body-size: "16m"
     nginx.org/client-max-body-size: "16m"
 spec:
+  ingressClassName: nginx
   rules:
-  - host: my-service.example.com
-    http:
-      paths:
-      - path: /
-        pathType: Prefix
-        backend:
-          service:
-            name: my-service-service
-            port:
-              number: 80
+    - host: my-service.example.com
+      http:
+        paths:
+          - path: /
+            pathType: Prefix
+            backend:
+              service:
+                name: my-service-service
+                port:
+                  number: 80
   tls:
     - hosts:
-        - my-service.example.com
+      - my-service.example.com
+      secretName: my-service-example-com-tls-cert
diff --git a/requirements-all.txt b/requirements-all.txt
index 63c53a1..d27d9e0 100644
--- a/requirements-all.txt
+++ b/requirements-all.txt
@@ -1,55 +1,52 @@
-aiobotocore==2.4.1
-aiofile==3.8.7
-aiofiles==22.1.0
-aiohttp==3.8.4
+aiobotocore==2.12.1
+aiofiles==23.2.1
+aiohttp==3.9.3
 aioitertools==0.11.0
 aiosignal==1.3.1
-anyio==3.7.0
-async-timeout==4.0.2
-attrs==23.1.0
-botocore==1.27.59
-caio==0.9.12
-certifi==2023.5.7
-charset-normalizer==3.1.0
-click==8.1.3
-coverage==7.2.7
-dnspython==2.3.0
-email-validator==2.1.0.post1
-exceptiongroup==1.1.1
-fastapi==0.108.0
-flake8==5.0.4
-frozenlist==1.3.3
+annotated-types==0.6.0
+anyio==4.3.0
+attrs==23.2.0
+botocore==1.34.51
+certifi==2024.2.2
+click==8.1.7
+coverage==7.4.4
+dnspython==2.6.1
+email_validator==2.1.1
+fastapi==0.110.0
+flake8==7.0.0
+frozenlist==1.4.1
 h11==0.14.0
-httpcore==0.16.3
-httpx==0.23.1
-idna==3.4
+httpcore==1.0.4
+httpx==0.27.0
+idna==3.6
 iniconfig==2.0.0
 jmespath==1.0.1
-MarkupSafe==2.1.3
+MarkupSafe==2.1.5
 mccabe==0.7.0
-multidict==6.0.4
-packaging==23.1
-Pillow==9.1.0
-pluggy==1.2.0
-pycodestyle==2.9.1
-pydantic==2.5.3
-pydantic-settings==2.1.0
-pyflakes==2.5.0
-pytest==7.2.0
-pytest-asyncio==0.20.3
-pytest-cov==4.0.0
-pytest-httpserver==1.0.6
-python-dateutil==2.8.2
-python-dotenv==0.21.0
-PyYAML==6.0
-rfc3986==1.5.0
+multidict==6.0.5
+packaging==24.0
+pillow==10.2.0
+pip==24.0
+pluggy==1.4.0
+pycodestyle==2.11.1
+pydantic==2.6.4
+pydantic-settings==2.2.1
+pydantic_core==2.16.3
+pyflakes==3.2.0
+pytest==8.1.1
+pytest-asyncio==0.23.5.post1
+pytest-cov==4.1.0
+pytest_httpserver==1.0.10
+python-dateutil==2.9.0.post0
+python-dotenv==1.0.1
+PyYAML==6.0.1
+setuptools==65.5.0
 six==1.16.0
-sniffio==1.3.0
-starlette==0.29.0
-tomli==2.0.1
-typing_extensions==4.9.0
-urllib3==1.26.16
-uvicorn==0.19.0
-Werkzeug==2.3.6
-wrapt==1.15.0
-yarl==1.9.2
+sniffio==1.3.1
+starlette==0.36.3
+typing_extensions==4.10.0
+urllib3==2.0.7
+uvicorn==0.28.0
+Werkzeug==3.0.1
+wrapt==1.16.0
+yarl==1.9.4
diff --git a/requirements.txt b/requirements.txt
index 1907b96..89737bd 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,2 +1,2 @@
 common-code[test] @ git+https://github.com/swiss-ai-center/common-code.git@main
-Pillow==9.1.0
+pillow==10.2.0