diff --git a/.github/workflows/CI.yml b/.github/workflows/CI.yml
index a2fcc34..e2d78e5 100644
--- a/.github/workflows/CI.yml
+++ b/.github/workflows/CI.yml
@@ -20,23 +20,25 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v3
-      - uses: actions/setup-python@v4
-        with:
-          python-version: '3.10'
       - name: Build wheels
         uses: PyO3/maturin-action@v1
         with:
           target: ${{ matrix.target }}
-          args: --release --out dist --find-interpreter
-          sccache: 'true'
+          args: -i ${{ matrix.python-version }} --release --out dist
+          working-directory: python
           manylinux: auto
-      - name: Install dependencies
-        run: |
-          python -m pip install pytest
-      - name: Run tests
-        run: |
-          python -m pytest
-      - name: Upload coverage reports to Codecov
-        uses: codecov/codecov-action@v3
-        env:
-          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+
+      - uses: actions/setup-python@v4
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Install Rust toolchain
+        uses: dtolnay/rust-toolchain@stable
+
+      - run: pip install kolo --find-links=./python/dist/
+      - run: pip install pytest
+      - name: Test wheel
+        run: KOLO_PATH=$(realpath ./python) pytest ./python/tests/test_cli.py
+
+      - uses: actions/upload-artifact@v3
+        with:
+          path: python/dist/*.whl