diff --git a/tests/test_alternative_wrappers.py b/tests/test_alternative_wrappers.py
index 3a1b7ec72ab2b874ba073d5800fbc2825efb8178..afbf7af184d2d9165a3516c13bcf8da83f238563 100644
--- a/tests/test_alternative_wrappers.py
+++ b/tests/test_alternative_wrappers.py
@@ -24,4 +24,10 @@ def test_wrap_walberla():
 
 
 def test_wrap_tensorflow():
-    pass
+    import pytest
+    pytest.importorskip("pystencils_autodiff")
+
+    from pystencils_autodiff.backends.astnodes import TensorflowModule
+
+    generate_shared_object(tempfile.TemporaryDirectory, None, show_code=True,
+                           framework_module_class=TensorflowModule, generate_code_only=True)