diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
new file mode 100644
index 0000000..8e7a201
--- /dev/null
+++ b/.github/workflows/test.yml
@@ -0,0 +1,139 @@
+name: Tests
+on:
+  push:
+    branches:
+      - develop
+  pull_request:
+    branches-ignore:
+      - master
+  workflow_dispatch:
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.head_ref || github.ref }}
+  cancel-in-progress: true
+
+env:
+  DEFAULT_PYTHON: '3.12'
+
+jobs:
+  tests:
+    name: Run ${{ matrix.mark }} tests (Python ${{ matrix.python-version }} on ${{ matrix.os }})
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: ['3.7', '3.12']
+        os: [ubuntu-latest]
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Start Backend Container
+        run: |
+          docker compose down -v --remove-orphans
+          docker compose up --wait-timeout 5 -d
+        env:
+          COMPOSE_PROJECT_NAME: ${{ github.run_id }}-backend
+
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Cache pip
+        uses: actions/cache@v4
+        with:
+          path: ~/.cache/pip
+          key: ${{ runner.os }}-python-${{ matrix.python-version }}-tests-${{ hashFiles('requirements*.txt') }}
+          restore-keys: |
+            ${{ runner.os }}-python-${{ matrix.python-version }}-tests-${{ hashFiles('requirements*.txt') }}
+            ${{ runner.os }}-python-${{ matrix.python-version }}-tests-
+            ${{ runner.os }}-python
+            ${{ runner.os }}-
+
+      - name: Upgrade pip
+        run: python -m pip install --upgrade pip setuptools wheel
+
+      - name: Install dependencies
+        run: pip install -I -r requirements.txt -r requirements-test.txt
+
+      - name: Build package
+        run: |
+          python setup.py --version
+          python setup.py bdist_wheel sdist
+
+      - name: Run tests
+        run: |
+          mkdir reports/ || echo "Directory exists"
+          pip install -e . --no-build-isolation
+          ./run_tests.sh
+
+      - name: Upload coverage results
+        uses: actions/upload-artifact@v4
+        with:
+          name: coverage-${{ matrix.python-version }}-os-${{ matrix.os }}
+          path: reports/*
+
+      - name: Shutdown Backend Container
+        if: always()
+        run: |
+          docker compose down -v --remove-orphans
+        env:
+          COMPOSE_PROJECT_NAME: ${{ github.run_id }}-backend
+
+  all_done:
+    name: Tests done
+    runs-on: ubuntu-latest
+    needs: [tests]
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+
+      - name: Set up Python ${{ env.DEFAULT_PYTHON }}
+        uses: actions/setup-python@v5
+        with:
+          python-version: ${{ env.DEFAULT_PYTHON }}
+
+      - name: Cache pip
+        uses: actions/cache@v4
+        with:
+          path: ~/.cache/pip
+          key: ${{ runner.os }}-python-${{ env.DEFAULT_PYTHON }}-coverage-${{ hashFiles('requirements*.txt') }}
+          restore-keys: |
+            ${{ runner.os }}-python-${{ env.DEFAULT_PYTHON }}-coverage-${{ hashFiles('requirements*.txt') }}
+            ${{ runner.os }}-python-${{ env.DEFAULT_PYTHON }}-coverage-
+            ${{ runner.os }}-python
+            ${{ runner.os }}-
+
+      - name: Upgrade pip
+        run: python -m pip install --upgrade pip setuptools wheel
+
+      - name: Install dependencies
+        run: pip install -I -r requirements-test.txt
+
+      - name: Download all coverage reports
+        uses: actions/download-artifact@v4
+        with:
+          path: reports
+
+      - name: Move coverage data to the root folder
+        run: find reports -type f -exec mv '{}' reports \;
+
+      - name: Generate coverate reports
+        run: ./combine_coverage.sh
+
+      - name: Check coverage
+        uses: codecov/codecov-action@v4
+        with:
+          token: ${{ secrets.CODECOV_TOKEN }}
+          file: ./reports/coverage.xml
+          fail_ci_if_error: true
+        # TODO: remove after fixing https://github.com/codecov/codecov-cli/issues/367
+          plugin: gcov
+
+      - name: All done
+        run: echo 1
diff --git a/docker-compose.yml b/docker-compose.yml
index 63731d8..1a21fab 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -16,7 +16,7 @@ services:
       retries: 3
 
   backend:
-    image: mtsrus/horizon-backend
+    image: mtsrus/horizon-backend:develop
     restart: unless-stopped
     env_file: .env.docker
     ports: