diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 234cb667..069ec0ac 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -45,6 +45,18 @@ jobs:
         python -m pip install --upgrade pip
         python -m pip install tox tox-gh-actions
     - name: Test with tox
-      run: tox
+      run: |
+        if [ "${{ matrix.python-version }}" != "pypy-3.10" ]; then
+          tox -- --cov=django_celery_beat --cov-report=xml --no-cov-on-fail --cov-report term
+        else
+          tox
+        fi
       env:
         DJANGO: ${{ matrix.django-version }}
+    - name: Upload coverage reports to Codecov
+      if: ${{ matrix.python-version != 'pypy-3.10' }}
+      uses: codecov/codecov-action@v4
+      with:
+        fail_ci_if_error: true # optional (default = false)
+        token: ${{ secrets.CODECOV_TOKEN }}
+        verbose: true # optional (default = false)
diff --git a/.gitignore b/.gitignore
index 5d78f439..81f3b75d 100644
--- a/.gitignore
+++ b/.gitignore
@@ -20,6 +20,7 @@ Documentation/
 .project
 .pydevproject
 .idea/
+.vscode/
 .coverage
 celery/tests/cover/
 .ve*
diff --git a/pyproject.toml b/pyproject.toml
index b6729577..6e4f9b69 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -127,3 +127,25 @@ lint.pylint.allow-magic-value-types = [
   "str",
 ]
 lint.pylint.max-args = 8 # Default: 5
+
+[tool.coverage.run]
+branch = true
+cover_pylib = false
+include = [ "*django_celery_beat/*" ]
+omit = [ "django_celery_beat.tests.*" ]
+
+[tool.coverage.report]
+exclude_lines = [
+  "pragma: no cover",
+  "if TYPE_CHECKING:",
+  "except ImportError:",
+]
+omit = [
+  "*/python?.?/*",
+  "*/site-packages/*",
+  "*/pypy/*",
+  "*/.tox/*",
+  "*/docker/*",
+  "*/docs/*",
+  "*/test_*.py",
+]
diff --git a/tox.ini b/tox.ini
index 0b2e7380..75b5ef6f 100644
--- a/tox.ini
+++ b/tox.ini
@@ -51,7 +51,7 @@ sitepackages = False
 recreate = False
 commands =
     pip list
-    pytest -xv
+    pytest -xv {posargs}
 
 
 [testenv:apicheck]