diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index f2bea20b43..10a1251707 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -110,15 +110,27 @@ jobs:
         backend: ['django', 'sqlalchemy']
         python-version: [3.5, 3.8]
 
+    services:
+      postgres:
+        image: postgres:10
+        env:
+          POSTGRES_DB: test_${{ matrix.backend }}
+          POSTGRES_PASSWORD: ''
+          POSTGRES_HOST_AUTH_METHOD: trust
+        options: >-
+          --health-cmd pg_isready
+          --health-interval 10s
+          --health-timeout 5s
+          --health-retries 5
+        ports:
+          - 5432:5432
+      rabbitmq:
+        image: rabbitmq:latest
+        ports:
+          - 5672:5672
+
     steps:
     - uses: actions/checkout@v2
-    - uses: CasperWA/postgresql-action@v1.2
-      with:
-        postgresql version: '10'
-        postgresql db: test_${{ matrix.backend }}
-        postgresql user: postgres
-        postgresql password: ''
-        postgresql auth: trust
 
     - name: Set up Python ${{ matrix.python-version }}
       uses: actions/setup-python@v1
@@ -127,13 +139,9 @@ jobs:
 
     - name: Install system dependencies
       run: |
-        wget -O - "https://github.com/rabbitmq/signing-keys/releases/download/2.0/rabbitmq-release-signing-key.asc" | sudo apt-key add -
-        echo 'deb https://dl.bintray.com/rabbitmq-erlang/debian bionic erlang' | sudo tee -a /etc/apt/sources.list.d/bintray.rabbitmq.list
-        echo 'deb https://dl.bintray.com/rabbitmq/debian bionic main' | sudo tee -a /etc/apt/sources.list.d/bintray.rabbitmq.list
         sudo rm -f /etc/apt/sources.list.d/dotnetdev.list /etc/apt/sources.list.d/microsoft-prod.list
         sudo apt update
-        sudo apt install postgresql-10 rabbitmq-server graphviz
-        sudo systemctl status rabbitmq-server.service
+        sudo apt install postgresql-10 graphviz
 
     - name: Upgrade pip
       run: |
diff --git a/.github/workflows/test-install.yml b/.github/workflows/test-install.yml
index 05224f43dc..54be58f1d5 100644
--- a/.github/workflows/test-install.yml
+++ b/.github/workflows/test-install.yml
@@ -98,15 +98,27 @@ jobs:
         python-version: [3.5, 3.6, 3.7, 3.8]
         backend: ['django', 'sqlalchemy']
 
+    services:
+      postgres:
+        image: postgres:10
+        env:
+          POSTGRES_DB: test_${{ matrix.backend }}
+          POSTGRES_PASSWORD: ''
+          POSTGRES_HOST_AUTH_METHOD: trust
+        options: >-
+          --health-cmd pg_isready
+          --health-interval 10s
+          --health-timeout 5s
+          --health-retries 5
+        ports:
+          - 5432:5432
+      rabbitmq:
+        image: rabbitmq:latest
+        ports:
+          - 5672:5672
+
     steps:
     - uses: actions/checkout@v2
-    - uses: CasperWA/postgresql-action@v1.2
-      with:
-        postgresql version: '10'
-        postgresql db: test_${{ matrix.backend }}
-        postgresql user: postgres
-        postgresql password: ''
-        postgresql auth: trust
 
     - name: Set up Python ${{ matrix.python-version }}
       uses: actions/setup-python@v1
@@ -115,13 +127,9 @@ jobs:
 
     - name: Install system dependencies
       run: |
-        wget -O - "https://github.com/rabbitmq/signing-keys/releases/download/2.0/rabbitmq-release-signing-key.asc" | sudo apt-key add -
-        echo 'deb https://dl.bintray.com/rabbitmq-erlang/debian bionic erlang' | sudo tee -a /etc/apt/sources.list.d/bintray.rabbitmq.list
-        echo 'deb https://dl.bintray.com/rabbitmq/debian bionic main' | sudo tee -a /etc/apt/sources.list.d/bintray.rabbitmq.list
         sudo rm -f /etc/apt/sources.list.d/dotnetdev.list /etc/apt/sources.list.d/microsoft-prod.list
         sudo apt update
-        sudo apt install postgresql-10 rabbitmq-server graphviz
-        sudo systemctl status rabbitmq-server.service
+        sudo apt install postgresql-10 graphviz
 
     - run: pip install --upgrade pip
 
diff --git a/.github/workflows/update-requirements.yml b/.github/workflows/update-requirements.yml
index 636f8c9d3d..ebc0b22a5c 100644
--- a/.github/workflows/update-requirements.yml
+++ b/.github/workflows/update-requirements.yml
@@ -17,17 +17,29 @@ jobs:
         backend: ['django', 'sqlalchemy']
         python-version: [3.5, 3.6, 3.7, 3.8]
 
+    services:
+      postgres:
+        image: postgres:10
+        env:
+          POSTGRES_DB: test_${{ matrix.backend }}
+          POSTGRES_PASSWORD: ''
+          POSTGRES_HOST_AUTH_METHOD: trust
+        options: >-
+          --health-cmd pg_isready
+          --health-interval 10s
+          --health-timeout 5s
+          --health-retries 5
+        ports:
+          - 5432:5432
+      rabbitmq:
+        image: rabbitmq:latest
+        ports:
+          - 5672:5672
+
     steps:
     - uses: actions/checkout@v2
       with:
         ref: ${{ github.event.client_payload.head_ref }}
-    - uses: CasperWA/postgresql-action@v1.2
-      with:
-        postgresql version: '10'
-        postgresql db: test_${{ matrix.backend }}
-        postgresql user: postgres
-        postgresql password: ''
-        postgresql auth: trust
 
     - name: Set up Python ${{ matrix.python-version }}
       uses: actions/setup-python@v1
@@ -36,13 +48,9 @@ jobs:
 
     - name: Install system dependencies
       run: |
-        wget -O - "https://github.com/rabbitmq/signing-keys/releases/download/2.0/rabbitmq-release-signing-key.asc" | sudo apt-key add -
-        echo 'deb https://dl.bintray.com/rabbitmq-erlang/debian bionic erlang' | sudo tee -a /etc/apt/sources.list.d/bintray.rabbitmq.list
-        echo 'deb https://dl.bintray.com/rabbitmq/debian bionic main' | sudo tee -a /etc/apt/sources.list.d/bintray.rabbitmq.list
         sudo rm -f /etc/apt/sources.list.d/dotnetdev.list /etc/apt/sources.list.d/microsoft-prod.list
         sudo apt update
-        sudo apt install postgresql-10 rabbitmq-server graphviz
-        sudo systemctl status rabbitmq-server.service
+        sudo apt install postgresql-10 graphviz
 
     - run: pip install --upgrade pip