diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 6bffccd3..d75d9139 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -2,7 +2,7 @@ name: Python CI
 
 on:
   push:
-    branches: [ master ]
+    branches: [master]
   pull_request:
 
 jobs:
@@ -12,7 +12,9 @@ jobs:
     strategy:
       matrix:
         os: [ubuntu-20.04]
-        python-version: ['3.8']
+        python-version:
+        - '3.8'
+        - '3.12'
 
     steps:
     - uses: actions/checkout@v3
diff --git a/edx_repo_tools/conventional_commits/extra-py312.in b/edx_repo_tools/conventional_commits/extra-py312.in
new file mode 100644
index 00000000..b9d3f060
--- /dev/null
+++ b/edx_repo_tools/conventional_commits/extra-py312.in
@@ -0,0 +1,8 @@
+# The conventional_commits code needs some extra packages installed that are
+# large and unusual, so we keep them separate here.
+
+-c ../../requirements/constraints.txt
+
+dataset
+pandas
+matplotlib
diff --git a/edx_repo_tools/conventional_commits/extra-py312.txt b/edx_repo_tools/conventional_commits/extra-py312.txt
new file mode 100644
index 00000000..4b291735
--- /dev/null
+++ b/edx_repo_tools/conventional_commits/extra-py312.txt
@@ -0,0 +1,59 @@
+#
+# This file is autogenerated by pip-compile with Python 3.12
+# by the following command:
+#
+#    make upgrade
+#
+alembic==1.13.1
+    # via dataset
+banal==1.0.6
+    # via dataset
+contourpy==1.2.0
+    # via matplotlib
+cycler==0.12.1
+    # via matplotlib
+dataset==1.6.2
+    # via -r edx_repo_tools/conventional_commits/extra-py312.in
+fonttools==4.49.0
+    # via matplotlib
+greenlet==3.0.3
+    # via
+    #   -c edx_repo_tools/conventional_commits/../../requirements/constraints.txt
+    #   sqlalchemy
+kiwisolver==1.4.5
+    # via matplotlib
+mako==1.3.2
+    # via alembic
+markupsafe==2.1.5
+    # via mako
+matplotlib==3.8.3
+    # via -r edx_repo_tools/conventional_commits/extra-py312.in
+numpy==1.26.4
+    # via
+    #   contourpy
+    #   matplotlib
+    #   pandas
+packaging==23.2
+    # via matplotlib
+pandas==2.2.1
+    # via -r edx_repo_tools/conventional_commits/extra-py312.in
+pillow==10.2.0
+    # via matplotlib
+pyparsing==3.1.2
+    # via matplotlib
+python-dateutil==2.9.0.post0
+    # via
+    #   matplotlib
+    #   pandas
+pytz==2024.1
+    # via pandas
+six==1.16.0
+    # via python-dateutil
+sqlalchemy==1.4.52
+    # via
+    #   alembic
+    #   dataset
+typing-extensions==4.10.0
+    # via alembic
+tzdata==2024.1
+    # via pandas
diff --git a/requirements/development.txt b/requirements/development.txt
index f9e14b64..46fdcc12 100644
--- a/requirements/development.txt
+++ b/requirements/development.txt
@@ -290,7 +290,3 @@ wheel==0.42.0
     # via pip-tools
 zipp==3.17.0
     # via importlib-metadata
-
-# The following packages are considered to be unsafe in a requirements file:
-# pip
-# setuptools
diff --git a/setup.py b/setup.py
index cef7f21a..9821e81e 100644
--- a/setup.py
+++ b/setup.py
@@ -1,6 +1,7 @@
 import glob
 import os.path
 import re
+import sys
 
 import setuptools
 from setuptools import setup
@@ -47,12 +48,16 @@ def is_requirement(line):
 
 VERSION = get_version('edx_repo_tools', '__init__.py')
 
+
 # Find our extra requirements. A subdirectory of edx_repo_tools can have an
 # extra.in file. It will be pip-compiled to extra.txt.  Here we find them all
 # and register them as extras.
 EXTRAS_REQUIRE = {}
 for fextra in glob.glob("edx_repo_tools/*/extra.txt"):
     slug = fextra.split("/")[1]
+    if sys.version_info >= (3, 12) and glob.glob(f'edx_repo_tools/{slug}/extra-py312.txt'):
+        fextra = f'edx_repo_tools/{slug}/extra-py312.txt'
+
     EXTRAS_REQUIRE[slug] = load_requirements(fextra)
 
 # To run tests & linting across the entire repo, we need to install the union