diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 77de8d4d..eef182a3 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -10,6 +10,10 @@ on:
 jobs:
   ci:
     uses: angr/ci-settings/.github/workflows/angr-ci.yml@master
+  windows:
+    uses: ./.github/workflows/windows.yml
+  macos:
+    uses: ./.github/workflows/macos.yml
   docs:
     runs-on: ubuntu-22.04
     steps:
diff --git a/.github/workflows/macos.yml b/.github/workflows/macos.yml
new file mode 100644
index 00000000..0b00a9e0
--- /dev/null
+++ b/.github/workflows/macos.yml
@@ -0,0 +1,37 @@
+name: Test on macOS
+
+on:
+  workflow_dispatch:
+  workflow_call:
+
+jobs:
+  macos:
+    name: Test macOS
+    runs-on: macos-12
+    steps:
+      - uses: actions/checkout@v3
+        with:
+          path: cle
+      - uses: actions/checkout@v3
+        with:
+          repository: angr/binaries
+          path: binaries
+      - uses: actions/setup-python@v4
+        with:
+          python-version: "3.8"
+      - run: python -m venv $HOME/venv
+        name: Create venv
+        shell: bash
+      - run: |
+          source $HOME/venv/bin/activate
+          pip install git+https://github.com/angr/archinfo.git
+          pip install git+https://github.com/angr/pyvex.git
+        name: Install dependencies
+      - run: |
+          source $HOME/venv/bin/activate
+          pip install ./cle[testing]
+        name: Install
+      - run: |
+          source $HOME/venv/bin/activate
+          pytest -n auto cle
+        name: Run pytest
diff --git a/.github/workflows/windows.yml b/.github/workflows/windows.yml
new file mode 100644
index 00000000..1c5aeca5
--- /dev/null
+++ b/.github/workflows/windows.yml
@@ -0,0 +1,42 @@
+name: Test on Windows
+
+on:
+  workflow_dispatch:
+  workflow_call:
+
+jobs:
+  windows:
+    name: Test Windows
+    runs-on: windows-2022
+    steps:
+      - uses: actions/checkout@v3
+        with:
+          path: cle
+      - uses: actions/checkout@v3
+        with:
+          repository: angr/binaries
+          path: binaries
+      - uses: actions/setup-python@v4
+        with:
+          python-version: "3.8"
+      - run: python -m venv $HOME/venv
+        name: Create venv
+        shell: bash
+      - run: |
+          call "C:\Program Files\Microsoft Visual Studio\2022\Enterprise\VC\Auxiliary\Build\vcvars64.bat"
+          call %USERPROFILE%\venv\Scripts\activate
+          pip install git+https://github.com/angr/archinfo.git
+          pip install git+https://github.com/angr/pyvex.git
+        name: Install dependencies
+        shell: cmd
+      - run: |
+          call "C:\Program Files\Microsoft Visual Studio\2022\Enterprise\VC\Auxiliary\Build\vcvars64.bat"
+          call %USERPROFILE%\venv\Scripts\activate
+          pip install ./cle[testing]
+        name: Install
+        shell: cmd
+      - run: |
+          call %USERPROFILE%\venv\Scripts\activate
+          pytest -n auto cle
+        name: Run pytest
+        shell: cmd
diff --git a/setup.cfg b/setup.cfg
index 4392cb24..162f9868 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -43,6 +43,11 @@ pcode =
     pypcode>=1.1
 testing =
     cffi
+    minidump>=0.0.10
+    pypcode>=1.1
+    pytest
+    pytest-xdist
+    pyxbe==0.0.4
 uefi =
     uefi-firmware>=1.10
 xbe =
diff --git a/tests/test_macho_bindinghelper.py b/tests/test_macho_bindinghelper.py
index b4e924bb..70d7647a 100644
--- a/tests/test_macho_bindinghelper.py
+++ b/tests/test_macho_bindinghelper.py
@@ -1,4 +1,3 @@
-#!/usr/bin/env python
 # Contributed September 2019 by Fraunhofer SIT (https://www.sit.fraunhofer.de/en/).
 import os
 import unittest
@@ -517,5 +516,4 @@ def test_bind_real_64(self):
 
 
 if __name__ == "__main__":
-    # TODO run the testclasses without having to run each test in case the CI needs this
-    raise NotImplementedError()
+    unittest.main()
diff --git a/tests/test_minidump.py b/tests/test_minidump.py
index ad710980..18abb240 100644
--- a/tests/test_minidump.py
+++ b/tests/test_minidump.py
@@ -1,7 +1,5 @@
-#!/usr/bin/env python
-
-import logging
 import os
+import unittest
 
 import archinfo
 
@@ -10,6 +8,7 @@
 TEST_BASE = os.path.join(os.path.dirname(os.path.realpath(__file__)), os.path.join("..", "..", "binaries"))
 
 
+@unittest.skipIf(cle.backends.minidump.minidumpfile is None, "minidump not available")
 def test_minidump():
     exe = os.path.join(TEST_BASE, "tests", "x86", "windows", "jusched_x86.dmp")
     ld = cle.Loader(exe, auto_load_libs=False)
@@ -44,5 +43,4 @@ def test_minidump():
 
 
 if __name__ == "__main__":
-    logging.basicConfig(level=logging.INFO)
     test_minidump()
diff --git a/tests/test_xbe.py b/tests/test_xbe.py
index c4936cdb..62a1aa30 100644
--- a/tests/test_xbe.py
+++ b/tests/test_xbe.py
@@ -1,13 +1,13 @@
-#!/usr/bin/env python
-
 import logging
 import os
+import unittest
 
 import cle
 
 TEST_BASE = os.path.join(os.path.dirname(os.path.realpath(__file__)), os.path.join("..", "..", "binaries"))
 
 
+@unittest.skipIf(cle.backends.xbe.Xbe is None, "pyxbe not available")
 def test_xbe():
     xbe = os.path.join(TEST_BASE, "tests", "x86", "xbox", "triangle.xbe")
     ld = cle.Loader(xbe, auto_load_libs=False)