diff --git a/docs/README.md b/docs/README.md
index c32df14..bb0d0f5 100644
--- a/docs/README.md
+++ b/docs/README.md
@@ -15,7 +15,7 @@ Explore BeeAI through hands-on workshops that demonstrate how BeeAI's integrated
 | [Introduction to the BeeAI Framework](introduction_beeai_framework/overview/README.md) | Master the fundamental components of the BeeAI Framework by building a Conference Prep Agent. |
 | [Company Analysis Agent with the BeeAI Framework](beeai_fw__tavily_redis/overview/README.md) | Build a Corporate Analysis Agent using a Tavily MCP server for internet search capabilities and Redis for RAG |
 | [Middleware for content safety, llm as judge, and more on emitted events](middleware/README.md) | Hook into agent emitted events to run prompt injection checks, content safety, and more. |
-| [Kitchen-Aide - A fun example!](kitchen-aide/README.md) | Want to figure out how to effective use what's in your kitchen? Kitchen-Aide can help you find the best combinations with your recipes or new recipes! |
+| [Kitchen-Aide - A fun example!](kitchen-aide/README.md) | Learn how to work with conditional requirements while exploring this fun example that solves the "what do I make for dinner" question! |
 | [Exploring Reasoning Patterns](reasoning-patterns/README.md) | Understand how to enable reasoning patterns like re-act, planning, etc. |
 
 ## The BeeAI Ecosystem
diff --git a/docs/kitchen-aide/README.md b/docs/kitchen-aide/README.md
index ed4bb6b..a8f966c 100644
--- a/docs/kitchen-aide/README.md
+++ b/docs/kitchen-aide/README.md
@@ -5,7 +5,7 @@ description: Exploring Conditional Requirements with a fun kitchen
 logo: images/BeeAI-Logo-White.png
 ---
 
-# Kitchen-Aide Agent: Conditional Requirements 🍳🐝
+# Kitchen-Aide Agent 🍳
 
 In this notebook, you'll learn how **Conditional Requirements** shape
 what tools an agent *can see and use* on each turn. Using a playful
@@ -52,9 +52,10 @@ tools** based on developer-defined conditions.
 ## 🚀 Getting Started
 
 **Quick Setup**
-    - Google Account – Required for accessing Google Colab
-    - Workshop Notebook – Open the notebook <a target="_blank" rel="noopener noreferrer" href="https://colab.research.google.com/github/IBM/beeai-workshop/blob/main/kitchen-aide/beeai_kitchen_aide.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a>
-    - Personal Copy – If you'd like to save your changes, please copy this notebook and create your own version
+
+- Google Account – Required for accessing Google Colab
+- Workshop Notebook – Open the notebook <a target="_blank" rel="noopener noreferrer" href="https://colab.research.google.com/github/IBM/beeai-workshop/blob/main/kitchen-aide/beeai_kitchen_aide.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a>
+- Personal Copy – If you'd like to save your changes, please copy this notebook and create your own version
 
 Then: