diff --git a/examples/prefect_deploy.py b/examples/prefect_deploy.py
index b6c71c2..9d7cff5 100644
--- a/examples/prefect_deploy.py
+++ b/examples/prefect_deploy.py
@@ -37,16 +37,21 @@ def write_poems(topics: list[str]) -> list[str]:
             entrypoint="examples/prefect_deploy.py:write_poems",
         ).deploy(
             name="docker-deployment",
-            image=DockerImage(
-                name="zzstoatzz/cf-test-deploy",
-                tag="latest",
-                dockerfile=str(
-                    Path(__file__).parent.resolve() / "prefect-deploy.Dockerfile"
-                ),
-            ),
+            # image=DockerImage( # uncomment and replace with your own image
+            #     name="zzstoatzz/cf-test-deploy",
+            #     tag="latest",
+            #     dockerfile=str(
+            #         Path(__file__).parent.resolve() / "prefect-deploy.Dockerfile"
+            #     ),
+            # ),
             work_pool_name="docker-work",
             parameters={"topics": ["roses", "violets", "sugar", "spice"]},
-            job_variables={"env": {"OPENAI_API_KEY": os.getenv("OPENAI_API_KEY")}},
+            job_variables={
+                "env": {"OPENAI_API_KEY": os.getenv("OPENAI_API_KEY")},
+                "image": "zzstoatzz/cf-test-deploy:latest",  # publicly available image on dockerhub
+            },
+            build=False,
+            push=False,
         )
     else:
         print(f"just running the code\n\n\n\n\n\n")