diff --git a/tests/common/debugging/test_drawing.py b/tests/common/debugging/test_drawing.py
new file mode 100644
index 000000000..1572996b9
--- /dev/null
+++ b/tests/common/debugging/test_drawing.py
@@ -0,0 +1,28 @@
+"""Test file for drawing"""
+
+import tempfile
+from pathlib import Path
+
+from hdk.common.data_types.integers import Integer
+from hdk.common.debugging import draw_graph
+from hdk.common.values import EncryptedValue
+from hdk.hnumpy.compile import compile_numpy_function_into_op_graph
+
+
+def test_draw_graph_with_saving():
+    """Tests drawing and saving a graph"""
+
+    def function(x):
+        return x + 42
+
+    op_graph = compile_numpy_function_into_op_graph(
+        function,
+        {"x": EncryptedValue(Integer(7, True))},
+        iter([(-2,), (-1,), (0,), (1,), (2,)]),
+    )
+
+    with tempfile.TemporaryDirectory() as tmp:
+        output_directory = Path(tmp)
+        output_file = output_directory.joinpath("test.png")
+        draw_graph(op_graph, save_to=output_file)
+        assert output_file.exists()