diff --git a/cookbooks/03-trip-planning-assistant.ipynb b/cookbooks/03-trip-planning-assistant.ipynb
index a65722026..d24ad747c 100644
--- a/cookbooks/03-trip-planning-assistant.ipynb
+++ b/cookbooks/03-trip-planning-assistant.ipynb
@@ -280,21 +280,21 @@
     "########################################################\n",
     "\n",
     "main:\n",
-    "# Step 1: Fetch weather data for each location\n",
+    "# Step 0: Fetch weather data for each location\n",
     "- over: $ steps[0].input.locations\n",
     "  map:\n",
     "    tool: weather\n",
     "    arguments:\n",
     "      location: $ _\n",
     "\n",
-    "# Step 2: Search Wikipedia for tourist attractions for each location\n",
+    "# Step 1: Search Wikipedia for tourist attractions for each location\n",
     "- over: $ steps[0].input.locations\n",
     "  map:\n",
     "    tool: internet_search\n",
     "    arguments:\n",
     "      query: $ 'tourist attractions in ' + _\n",
     "\n",
-    "# Step 3: Zip locations, weather, and attractions into a list of tuples [(location, weather, attractions)]\n",
+    "# Step 2: Zip locations, weather, and attractions into a list of tuples [(location, weather, attractions)]\n",
     "- evaluate:\n",
     "    zipped: |-\n",
     "      $ list(\n",
@@ -305,7 +305,7 @@
     "        )\n",
     "      )\n",
     "\n",
-    "# Step 4: Create an itinerary for each location\n",
+    "# Step 3: Create an itinerary for each location\n",
     "- over: $ _['zipped']\n",
     "  parallelism: 3\n",
     "  # Inside the map step, each `_` represents the current element in the list\n",
@@ -328,7 +328,7 @@
     "        Attractions: \"{{_[2]}}\"'''\n",
     "    unwrap: true\n",
     "\n",
-    "# Step 5: Create a final plan by joining the activities for each location\n",
+    "# Step 4: Create a final plan by joining the activities for each location\n",
     "- evaluate:\n",
     "    final_plan: |-\n",
     "      $ '\\\\n---------------\\\\n'.join(activity for activity in _)\n",
diff --git a/cookbooks/08-rag-customer-support-chatbot.ipynb b/cookbooks/08-rag-customer-support-chatbot.ipynb
index f7d8ba414..e3a806659 100644
--- a/cookbooks/08-rag-customer-support-chatbot.ipynb
+++ b/cookbooks/08-rag-customer-support-chatbot.ipynb
@@ -280,7 +280,7 @@
     "    operation: create\n",
     "\n",
     "########################################################\n",
-    "####################### SUB WORKFLOWS ##########################\n",
+    "####################### SUB WORKFLOWS ##################\n",
     "########################################################\n",
     "\n",
     "index_page:\n",