diff --git a/testing/py3-agithub/APKBUILD b/testing/py3-agithub/APKBUILD
index 462633051c8..a1d1e931833 100644
--- a/testing/py3-agithub/APKBUILD
+++ b/testing/py3-agithub/APKBUILD
@@ -1,24 +1,29 @@
 # Maintainer: Marian Buschsieweke <marian.buschsieweke@posteo.net>
 pkgname=py3-agithub
 pkgver=2.2.2
-pkgrel=5
+pkgrel=6
 pkgdesc="The Agnostic GitHub API"
 url="https://github.com/mozilla/agithub"
 arch="noarch"
 license="MIT"
 depends="python3"
-makedepends="py3-setuptools"
+makedepends="py3-setuptools py3-gpep517"
 subpackages="$pkgname-pyc"
 source="https://github.com/mozilla/agithub/archive/v$pkgver/mautrix-python-v$pkgver.tar.gz"
 options="!check" # No tests
 builddir="$srcdir/agithub-$pkgver"
 
 build() {
-	python3 setup.py build
+	gpep517 build-wheel \
+		--wheel-dir .dist \
+		--output-fd 3 3>&1 >&2
 }
 
 package() {
-	python3 setup.py install --skip-build --root="$pkgdir"
+	gpep517 install-wheel --destdir "$pkgdir" \
+		.dist/*.whl
 }
 
-sha512sums="8b9761bd31f30965bf9904a017dac3f97a7539987b6aa76a287dab16a698a98972b44e4781f67e312bb1ca4e77d4d15d575e567f08ac791789bd7114e8f430a0  mautrix-python-v2.2.2.tar.gz"
+sha512sums="
+8b9761bd31f30965bf9904a017dac3f97a7539987b6aa76a287dab16a698a98972b44e4781f67e312bb1ca4e77d4d15d575e567f08ac791789bd7114e8f430a0  mautrix-python-v2.2.2.tar.gz
+"