diff --git a/notebooks/hud_hackathon.ipynb b/notebooks/hud_hackathon.ipynb
index 7417b360..7e99d8bc 100644
--- a/notebooks/hud_hackathon.ipynb
+++ b/notebooks/hud_hackathon.ipynb
@@ -123,7 +123,7 @@
    "id": "5c8bef64",
    "metadata": {},
    "source": [
-    "## 🤖 Create a Computer Use Agent\n",
+    "## 🤖 Create a computer use agent\n",
     "\n",
     "Create and run a computer use agent using the Cua SDK."
    ]
@@ -170,6 +170,16 @@
     "agent = ComputerAgent(**agent_config)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "a07b09ee",
+   "metadata": {},
+   "source": [
+    "## 🖱️ Test your agent\n",
+    "\n",
+    "Run your agent on a test scenario in Cua Cloud."
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "12b9c22c",
@@ -209,7 +219,7 @@
    "id": "eb4edbb5",
    "metadata": {},
    "source": [
-    "## 🧐 Evaluate the Agent with HUD\n",
+    "## 🧐 Benchmark your agent\n",
     "\n",
     "Test your agent's performance on a selection of tasks from the OSWorld benchmark."
    ]
@@ -248,7 +258,7 @@
    "id": "5b89a103",
    "metadata": {},
    "source": [
-    "# 🦾 Improve your Agent\n",
+    "## 🦾 Improve your agent\n",
     "\n",
     "To improve your agent for OSWorld-Verified, experiment with different models and add custom tools that fit your use case. You can also dive into the ComputerAgent source code to design an improved version or subclass tailored to your needs.\n",
     "\n",