diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index f09b7f16..bc2f774a 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -27,19 +27,19 @@ jobs:
         msgq/test_runner
         msgq/visionipc/test_runner
     - name: python tests
-      run: ${{ matrix.backend }}=1 coverage run -m pytest
+      run: ${{ matrix.backend }}=1 pytest --continue-on-collection-errors --cov --cov-report=xml --cov-append
     - name: Upload coverage
-      run: |
-        docker commit msgq msgqci
-        $CI_RUN "cd /project/msgq && bash <(curl -s https://codecov.io/bash) -v -F unit_tests_${{ matrix.backend }}"
+      run: "bash <(curl -s https://codecov.io/bash) -v -F unit_tests_${{ matrix.backend }}"
 
   static_analysis:
     name: static analysis
     runs-on: ubuntu-latest
     steps:
     - uses: actions/checkout@v3
-    - name: Build docker image
-      run: eval "$BUILD"
+    - name: Installing build dependencies
+      run: ./install_dependencies.sh
+    - name: Installing msgq
+      run: pip install --break-system-packages --no-cache-dir .[dev]
     - name: Static analysis
       # TODO: a package pre-commit installs has a warning, remove the unset once that's fixed
       run: $RUN "git init && git add -A && unset PYTHONWARNINGS && pre-commit run --all"
diff --git a/pyproject.toml b/pyproject.toml
index c275f794..d3c64e6e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -18,6 +18,7 @@ dev = [
   "parameterized",
   "coverage",
   "pytest",
+  "pytest-cov",
 ]
 
 [build-system]