diff --git a/README.md b/README.md
index d870977..fb2f129 100644
--- a/README.md
+++ b/README.md
@@ -4,23 +4,21 @@ This repository features various labs, tutorials, and other learning materials t
 explore KubeFleet's capabilities and how to integrate KubeFleet with other cloud-native projects in different
 use cases.
 
-KubeFleet is a sandbox project of the [Cloud Native Computing Foundation (CNCF)](https://cncf.io/) that
-helps developers manage multiple Kubernetes clusters with ease. See also the
-[KubeFleet repository](https://github.com/kubefleet-dev/kubefleet) for more information.
+KubeFleet is a sandbox project of the [Cloud Native Computing Foundation (CNCF)](https://cncf.io/) that helps developers manage multiple Kubernetes clusters with ease. See the [KubeFleet repository](https://github.com/kubefleet-dev/kubefleet) for more information.
 
 ## Current projects
 
 * [Multi-cluster LLM Inference with KAITO](/multi-cluster-ai-with-kaito)
 
-    This tutorial showcases how to use KubeFleet with KAITO, a CNCF project that automates the AI/ML model inference
+    This tutorial showcases how to use KubeFleet with [KAITO](https://kaito-project.github.io/kaito/docs/), a CNCF project that automates the AI/ML model inference
     or tuning workload in a Kubernetes cluster, to simplify multi-cluster multi-model inference tasks.
 
     Specifically, the tutorial uses:
 
-    * KAITO, for running LLM based inference workloads in Kubernetes clusters;
-    * Istio, for connecting clusters in a multi-cluster service mesh;
-    * Kubernetes Gateway API with Inference Extension, for enabling self-hosted LLM query traffic;
-    * KubeFleet, for managing KAITO, Istio, and Kubernetes Gateway API resources across clusters.
+  * KAITO, for running LLM based inference workloads in Kubernetes clusters;
+  * Istio, for connecting clusters in a multi-cluster service mesh;
+  * Kubernetes Gateway API with Inference Extension, for enabling self-hosted LLM query traffic;
+  * KubeFleet, for managing KAITO, Istio, and Kubernetes Gateway API resources across clusters.
 
 ## Contributing
 
@@ -32,8 +30,7 @@ If you have any questions or concerns about the KubeFleet cookbook, any of its h
 please raise a [GitHub issue](https://github.com/kubefleet-dev/cookbook/issues). You may also want to
 [join the discussions](https://github.com/kubefleet-dev/cookbook/discussions).
 
+---
+
 Copyright The KubeFleet Authors. The Linux Foundation® (TLF) has registered trademarks and uses trademarks.
 For a list of TLF trademarks, see [Trademark Usage](https://www.linuxfoundation.org/trademark-usage/).
-=======
-A collection of various demos, tutorials, and labs for using the KubeFleet project.
-
diff --git a/multi-cluster-ai-with-kaito/SETUP.md b/multi-cluster-ai-with-kaito/README.md
similarity index 100%
rename from multi-cluster-ai-with-kaito/SETUP.md
rename to multi-cluster-ai-with-kaito/README.md