diff --git a/dev/breeze/tests/test_packages.py b/dev/breeze/tests/test_packages.py
index 53e08050a74b1..df35db28945f3 100644
--- a/dev/breeze/tests/test_packages.py
+++ b/dev/breeze/tests/test_packages.py
@@ -397,22 +397,17 @@ def test_apply_version_suffix_to_provider_pyproject_toml(provider_id, version_su
 
 
 @pytest.fixture
-def restore_version_files():
-    # save contents of all version files before test starts
-    version_files = [
-        AIRFLOW_CORE_INIT_PY,
-        TASK_SDK_INIT_PY,
-        AIRFLOWCTL_INIT_PY,
-    ]
-    original_contents = {f: f.read_text() for f in version_files if f.exists()}
+def lock_version_files():
+    from filelock import FileLock
 
-    yield
-
-    # restore original contents after test
-    for fp, content in original_contents.items():
-        fp.write_text(content)
+    lock_file = AIRFLOW_ROOT_PATH / ".version_files.lock"
+    with FileLock(lock_file):
+        yield
+    if lock_file.exists():
+        lock_file.unlink()
 
 
+@pytest.mark.usefixtures("lock_version_files")
 @pytest.mark.parametrize(
     ("distributions", "init_file_path", "version_suffix", "floored_version_suffix"),
     [
@@ -440,7 +435,6 @@ def restore_version_files():
     ],
 )
 def test_apply_version_suffix_to_non_provider_pyproject_tomls(
-    restore_version_files,
     distributions: tuple[str, ...],
     init_file_path: Path,
     version_suffix: str,