diff --git a/docs/examples/chatbots/gpt-like-chatbot.ipynb b/docs/examples/chatbots/gpt-like-chatbot.ipynb
index 83697a95..cde600f9 100644
--- a/docs/examples/chatbots/gpt-like-chatbot.ipynb
+++ b/docs/examples/chatbots/gpt-like-chatbot.ipynb
@@ -1003,7 +1003,7 @@
     "\n",
     "More [examples](https://github.com/DAGWorks-Inc/burr/tree/main/examples/):\n",
     "\n",
-    "- e.g. [test case creation](https://burr.dagworks.io/examples/creating_tests/)\n",
+    "- e.g. [test case creation](https://burr.dagworks.io/examples/guardrails/creating_tests/)\n",
     "- e.g. [multi-agent collaboration](https://github.com/DAGWorks-Inc/burr/tree/main/examples/multi-agent-collaboration)\n",
     "\n",
     "Follow on Twitter & LinkedIn:\n",
diff --git a/examples/multi-agent-collaboration/hamilton/statemachine.png b/examples/multi-agent-collaboration/hamilton/statemachine.png
index b4490c04..9fda5f74 100644
Binary files a/examples/multi-agent-collaboration/hamilton/statemachine.png and b/examples/multi-agent-collaboration/hamilton/statemachine.png differ
diff --git a/examples/multi-modal-chatbot/burr_demo.ipynb b/examples/multi-modal-chatbot/burr_demo.ipynb
index cc21de00..41c44b96 100644
--- a/examples/multi-modal-chatbot/burr_demo.ipynb
+++ b/examples/multi-modal-chatbot/burr_demo.ipynb
@@ -1033,7 +1033,7 @@
     "\n",
     "More [examples](https://github.com/DAGWorks-Inc/burr/tree/main/examples/):\n",
     "\n",
-    "- e.g. [test case creation](https://burr.dagworks.io/examples/creating_tests/)\n",
+    "- e.g. [test case creation](https://burr.dagworks.io/examples/guardrails/creating_tests/)\n",
     "- e.g. [multi-agent collaboration](https://github.com/DAGWorks-Inc/burr/tree/main/examples/multi-agent-collaboration)\n",
     "\n",
     "Follow on Twitter & LinkedIn:\n",
diff --git a/examples/tracing-and-spans/burr_otel_demo.ipynb b/examples/tracing-and-spans/burr_otel_demo.ipynb
index 012eb2ca..bbb87458 100644
--- a/examples/tracing-and-spans/burr_otel_demo.ipynb
+++ b/examples/tracing-and-spans/burr_otel_demo.ipynb
@@ -962,7 +962,7 @@
     "\n",
     "More [examples](https://github.com/DAGWorks-Inc/burr/tree/main/examples/):\n",
     "\n",
-    "- e.g. [test case creation](https://burr.dagworks.io/examples/creating_tests/)\n",
+    "- e.g. [test case creation](https://burr.dagworks.io/examples/guardrails/creating_tests/)\n",
     "- e.g. [multi-agent collaboration](https://github.com/DAGWorks-Inc/burr/tree/main/examples/multi-agent-collaboration)\n",
     "\n",
     "Follow on Twitter & LinkedIn:\n",
diff --git a/examples/youtube-to-social-media-post/notebook.ipynb b/examples/youtube-to-social-media-post/notebook.ipynb
index d6431740..cacaac34 100644
--- a/examples/youtube-to-social-media-post/notebook.ipynb
+++ b/examples/youtube-to-social-media-post/notebook.ipynb
@@ -799,7 +799,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Persistence is great for iterative development such as tuning your [Instructor model with validators and constraints](https://python.useinstructor.com/concepts/reask_validation/), but it's also a powerful tool for building [test cases and guard rails](https://burr.dagworks.io/examples/creating_tests/). The CLI command `burr-test-case` can generate a `pytest.fixture` to resume your app from a given state."
+    "Persistence is great for iterative development such as tuning your [Instructor model with validators and constraints](https://python.useinstructor.com/concepts/reask_validation/), but it's also a powerful tool for building [test cases and guard rails](https://burr.dagworks.io/examples/guardrails/creating_tests/). The CLI command `burr-test-case` can generate a `pytest.fixture` to resume your app from a given state."
    ]
   },
   {
diff --git a/telemetry/ui/src/components/routes/app/ReproduceView.tsx b/telemetry/ui/src/components/routes/app/ReproduceView.tsx
index 0ea6bd26..27a7ceab 100644
--- a/telemetry/ui/src/components/routes/app/ReproduceView.tsx
+++ b/telemetry/ui/src/components/routes/app/ReproduceView.tsx
@@ -52,7 +52,7 @@ export const ReproduceView = (props: {
         <p>
           To generate a test case for this step, run the following command.
           <a
-            href="https://burr.dagworks.io/examples/creating_tests/"
+            href="https://burr.dagworks.io/examples/guardrails/creating_tests/"
             target="_blank"
             rel="noreferrer"
             className="hover:underline text-dwlightblue"