diff --git a/dev-utils/make-packages.sh b/dev-utils/make-packages.sh
index 91b2a7bd1..27e63fcac 100755
--- a/dev-utils/make-packages.sh
+++ b/dev-utils/make-packages.sh
@@ -3,14 +3,10 @@
 # Make a Python APM agent distribution
 #
 
-echo "::group::Install wheel"
-pip install --user wheel
+echo "::group::Install build"
+pip install --user build
 echo "::endgroup::"
 
-echo "::group::Building universal wheel"
-python setup.py bdist_wheel
-echo "::endgroup::"
-
-echo "::group::Building source distribution"
-python setup.py sdist
+echo "::group::Building packages"
+python -m build
 echo "::endgroup::"