diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
deleted file mode 100644
index 3b76df232..000000000
--- a/.github/workflows/ci.yml
+++ /dev/null
@@ -1,200 +0,0 @@
-name: passbook-ci
-on:
-  - push
-env:
-  POSTGRES_DB: passbook
-  POSTGRES_USER: passbook
-  POSTGRES_PASSWORD: "EK-5jnKfjrGRm<77"
-
-jobs:
-  # Linting
-  pylint:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v1
-      - uses: actions/setup-python@v1
-        with:
-          python-version: '3.8'
-      - name: Install dependencies
-        run: sudo pip install -U wheel pipenv && pipenv install --dev
-      - name: Lint with pylint
-        run: pipenv run pylint passbook
-  black:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v1
-      - uses: actions/setup-python@v1
-        with:
-          python-version: '3.8'
-      - name: Install dependencies
-        run: sudo pip install -U wheel pipenv && pipenv install --dev
-      - name: Lint with black
-        run: pipenv run black --check passbook
-  prospector:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v1
-      - uses: actions/setup-python@v1
-        with:
-          python-version: '3.8'
-      - name: Install dependencies
-        run: sudo pip install -U wheel pipenv && pipenv install --dev && pipenv install --dev prospector --skip-lock
-      - name: Lint with prospector
-        run: pipenv run prospector
-  bandit:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v1
-      - uses: actions/setup-python@v1
-        with:
-          python-version: '3.8'
-      - name: Install dependencies
-        run: sudo pip install -U wheel pipenv && pipenv install --dev
-      - name: Lint with bandit
-        run: pipenv run bandit -r passbook
-  pyright:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v1
-      - uses: actions/setup-node@v1
-      - uses: actions/setup-python@v1
-        with:
-          python-version: '3.8'
-      - name: Install pyright
-        run: npm install -g pyright
-      - name: Install dependencies
-        run: sudo pip install -U wheel pipenv && pipenv install --dev
-      - name: Lint with pyright
-        run: pipenv run pyright
-  # Actual CI tests
-  migrations:
-    needs:
-      - pylint
-      - black
-      - prospector
-    services:
-      postgres:
-        image: postgres:latest
-        env:
-          POSTGRES_DB: passbook
-          POSTGRES_USER: passbook
-          POSTGRES_PASSWORD: "EK-5jnKfjrGRm<77"
-        ports:
-          - 5432:5432
-      redis:
-        image: redis:latest
-        ports:
-          - 6379:6379
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v1
-      - uses: actions/setup-python@v1
-        with:
-          python-version: '3.8'
-      - name: Install dependencies
-        run: sudo pip install -U wheel pipenv && pipenv install --dev
-      - name: Run migrations
-        run: pipenv run ./manage.py migrate
-  coverage:
-    needs:
-      - pylint
-      - black
-      - prospector
-    services:
-      postgres:
-        image: postgres:latest
-        env:
-          POSTGRES_DB: passbook
-          POSTGRES_USER: passbook
-          POSTGRES_PASSWORD: "EK-5jnKfjrGRm<77"
-        ports:
-          - 5432:5432
-      redis:
-        image: redis:latest
-        ports:
-          - 6379:6379
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v1
-      - uses: actions/setup-python@v1
-        with:
-          python-version: '3.8'
-      - name: Install dependencies
-        run: sudo pip install -U wheel pipenv && pipenv install --dev
-      - name: Run coverage
-        run: pipenv run ./scripts/coverage.sh
-      - name: Create XML Report
-        run: pipenv run coverage xml
-      - uses: codecov/codecov-action@v1
-        with:
-          token: ${{ secrets.CODECOV_TOKEN }}
-  # Build
-  build-server:
-    needs:
-      - migrations
-      - coverage
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v1
-      - name: Docker Login Registry
-        env:
-          DOCKER_PASSWORD: ${{ secrets.DOCKER_PASSWORD }}
-          DOCKER_USERNAME: ${{ secrets.DOCKER_USERNAME }}
-        run: docker login -u $DOCKER_USERNAME -p $DOCKER_PASSWORD
-      - name: Building Docker Image
-        run: docker build
-          --no-cache
-          -t beryju/passbook:${GITHUB_REF##*/}
-          -f Dockerfile .
-      - name: Push Docker Container to Registry
-        run: docker push beryju/passbook:${GITHUB_REF##*/}
-  build-gatekeeper:
-    needs:
-      - migrations
-      - coverage
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v1
-      - name: Docker Login Registry
-        env:
-          DOCKER_PASSWORD: ${{ secrets.DOCKER_PASSWORD }}
-          DOCKER_USERNAME: ${{ secrets.DOCKER_USERNAME }}
-        run: docker login -u $DOCKER_USERNAME -p $DOCKER_PASSWORD
-      - name: Building Docker Image
-        run: |
-          cd gatekeeper
-          docker build \
-          --no-cache \
-          -t beryju/passbook-gatekeeper:${GITHUB_REF##*/} \
-          -f Dockerfile .
-      - name: Push Docker Container to Registry
-        run: docker push beryju/passbook-gatekeeper:${GITHUB_REF##*/}
-  build-static:
-    needs:
-      - migrations
-      - coverage
-    runs-on: ubuntu-latest
-    services:
-      postgres:
-        image: postgres:latest
-        env:
-          POSTGRES_DB: passbook
-          POSTGRES_USER: passbook
-          POSTGRES_PASSWORD: "EK-5jnKfjrGRm<77"
-      redis:
-        image: redis:latest
-    steps:
-      - uses: actions/checkout@v1
-      - name: Docker Login Registry
-        env:
-          DOCKER_PASSWORD: ${{ secrets.DOCKER_PASSWORD }}
-          DOCKER_USERNAME: ${{ secrets.DOCKER_USERNAME }}
-        run: docker login -u $DOCKER_USERNAME -p $DOCKER_PASSWORD
-      - name: Building Docker Image
-        run: docker build
-          --no-cache
-          --network=$(docker network ls | grep github | awk '{print $1}')
-          -t beryju/passbook-static:${GITHUB_REF##*/}
-          -f static.Dockerfile .
-      - name: Push Docker Container to Registry
-        run: docker push beryju/passbook-static:${GITHUB_REF##*/}
diff --git a/azure-pipelines.yml b/azure-pipelines.yml
index 0c5a9a8c4..90947e819 100644
--- a/azure-pipelines.yml
+++ b/azure-pipelines.yml
@@ -142,3 +142,47 @@ stages:
           - task: CmdLine@2
             inputs:
               script: bash <(curl -s https://codecov.io/bash)
+  - stage: Build
+    jobs:
+      - job: build-server
+        pool:
+          vmImage: 'ubuntu-latest'
+          steps:
+          - task: Docker@2
+            inputs:
+              containerRegistry: 'dockerhub'
+              repository: 'beryju/passbook'
+              command: 'buildAndPush'
+              Dockerfile: 'Dockerfile'
+              tags: '$(Build.SourceBranchName)'
+      - job: build-gatekeeper
+        pool:
+          vmImage: 'ubuntu-latest'
+          steps:
+          - task: CmdLine@2
+            inputs:
+              script: cd gatekeeper
+          - task: Docker@2
+            inputs:
+              containerRegistry: 'dockerhub'
+              repository: 'beryju/passbook-gatekeeper'
+              command: 'buildAndPush'
+              Dockerfile: 'Dockerfile'
+              tags: '$(Build.SourceBranchName)'
+      - job: build-gatekeeper
+        pool:
+          vmImage: 'ubuntu-latest'
+          steps:
+          - task: DockerCompose@0
+            displayName: Run services
+            inputs:
+              dockerComposeFile: 'scripts/docker-compose.yml'
+              action: 'Run services'
+              buildImages: false
+          - task: Docker@2
+            inputs:
+              containerRegistry: 'dockerhub'
+              repository: 'beryju/passbook-static'
+              command: 'buildAndPush'
+              Dockerfile: 'Dockerfile'
+              tags: '$(Build.SourceBranchName)'