diff --git a/_multibuild b/_multibuild
new file mode 100644
index 0000000..683307d
--- /dev/null
+++ b/_multibuild
@@ -0,0 +1,3 @@
+<multibuild>
+    <flavor>python</flavor>
+</multibuild>
diff --git a/libseccomp.changes b/libseccomp.changes
index df01158..d3966bc 100644
--- a/libseccomp.changes
+++ b/libseccomp.changes
@@ -1,3 +1,8 @@
+-------------------------------------------------------------------
+Wed Jun 29 13:05:06 UTC 2022 - Robert Frohl <rfrohl@suse.com>
+
+- Use multibuild to get python3 support back
+
 -------------------------------------------------------------------
 Sat Apr 30 16:42:48 UTC 2022 - Jan Engelhardt <jengelh@inai.de>
 
diff --git a/libseccomp.spec b/libseccomp.spec
index d69f92a..a22a453 100644
--- a/libseccomp.spec
+++ b/libseccomp.spec
@@ -17,6 +17,7 @@
 
 
 %define lname   libseccomp2
+%global flavor @BUILD_FLAVOR@%{nil}
 Name:           libseccomp
 Version:        2.5.4
 Release:        0
@@ -34,8 +35,7 @@ BuildRequires:  automake >= 1.11
 BuildRequires:  fdupes
 BuildRequires:  libtool >= 2
 BuildRequires:  pkgconfig
-%bcond_with python
-%if 0%{?with python}
+%if "%{flavor}" == "python"
 BuildRequires:  python-rpm-macros
 BuildRequires:  python3-Cython >= 0.29
 %endif
@@ -104,7 +104,7 @@ echo 'int main () { return 0; }' >tests/52-basic-load.c
 autoreconf -fiv
 %configure \
     --includedir="%_includedir/%name" \
-%if %{with python}
+%if "%{flavor}" == "python"
     --enable-python \
 %endif
     --disable-static \
@@ -139,7 +139,7 @@ make check
 %_bindir/scmp_sys_resolver
 %_mandir/man1/scmp_sys_resolver.1*
 
-%if %{with python}
+%if "%{flavor}" == "python"
 %files -n python3-seccomp
 %python3_sitearch/seccomp-%version-py*.egg-info
 %python3_sitearch/seccomp.cpython*.so