diff --git a/.github/workflows/tox.yaml b/.github/workflows/tox.yaml
index ddfeff1..ce816f9 100644
--- a/.github/workflows/tox.yaml
+++ b/.github/workflows/tox.yaml
@@ -9,7 +9,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: [3.8, 3.9]
+        python-version: ["3.8", "3.9", "3.10"]
 
     steps:
     - uses: actions/checkout@v1
@@ -19,6 +19,7 @@ jobs:
         python-version: ${{ matrix.python-version }}
     - name: Install dependencies
       run: |
+        sudo apt-get install -q --yes libxml2-dev libxslt1-dev
         python -m pip install --upgrade pip
         pip install tox tox-gh-actions
     - name: Lint with tox
diff --git a/requirements.txt b/requirements.txt
index a9629a0..82f136a 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -18,7 +18,8 @@ flake8-per-file-ignores
 pydocstyle<4.0.0
 coverage<6.0.0  # coverage 6.0+ drops support for py3.5/py2.7
 mock>=1.2
-nose>=1.3.7
+pytest
+pytest-cov
 pbr>=1.8.0,<1.9.0
 simplejson>=2.2.0
 netifaces>=0.10.4
diff --git a/tox.ini b/tox.ini
index 2a8ae4b..c1e4a91 100644
--- a/tox.ini
+++ b/tox.ini
@@ -24,7 +24,7 @@ setenv = VIRTUAL_ENV={envdir}
 install_command =
   {toxinidir}/pip.sh install {opts} {packages}
 
-commands = nosetests --with-coverage --cover-package=zaza.openstack {posargs} {toxinidir}/unit_tests
+commands = pytest --cov=zaza.openstack {posargs} {toxinidir}/unit_tests
 
 [testenv:py3]
 basepython = python3
@@ -38,6 +38,10 @@ deps = -r{toxinidir}/requirements.txt
 basepython = python3.9
 deps = -r{toxinidir}/requirements.txt
 
+[testenv:py3.10]
+basepython = python3.10
+deps = -r{toxinidir}/requirements.txt
+
 [testenv:pep8]
 basepython = python3
 deps = -r{toxinidir}/requirements.txt