diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 58439813fe..662ae6ecbc 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -1 +1,15 @@
 name: CI
+
+on:
+  pull_request:
+  push:
+    tags:
+      - '*'
+
+jobs:
+  test:
+    uses: OpenAstronomy/github-actions-workflows/.github/workflows/tox.yml@v1
+    with:
+      envs: |
+        - linux: py311-astropystable
+        - linux: py311-astropydev
diff --git a/tox.ini b/tox.ini
new file mode 100644
index 0000000000..9728abb853
--- /dev/null
+++ b/tox.ini
@@ -0,0 +1,23 @@
+[tox]
+envlist =
+    py311-astropy{stable,dev}
+isolated_build = True
+
+[testenv]
+skip_install = true
+setenv =
+    PIP_EXTRA_INDEX_URL = https://pypi.anaconda.org/liberfa/simple https://pypi.anaconda.org/astropy/simple
+changedir =
+    .tmp/{envname}
+deps =
+    asv
+    numpy
+    scipy
+    matplotlib
+    astropystable: astropy
+    astropydev: astropy>=0.0.dev0
+    astropydev: pyerfa>=0.0.dev0
+
+commands =
+    asv machine --machine unknown --os unknown --arch unknown --cpu unknown --ram unknown --config {toxinidir}/asv.conf.json
+    asv run --quick --python=same --config {toxinidir}/asv.conf.json