diff --git a/docs/tutorials/integrations/kserve-mm/blue-green.md b/docs/tutorials/integrations/kserve-mm/blue-green.md
index b284e61c..eb02ff47 100644
--- a/docs/tutorials/integrations/kserve-mm/blue-green.md
+++ b/docs/tutorials/integrations/kserve-mm/blue-green.md
@@ -103,7 +103,6 @@ To send inference requests to the model:
 
     3. Make inference requests:
     ```shell
-    cd demo
     cat wisdom.sh
     . wisdom.sh
     ```
@@ -116,8 +115,8 @@ To send inference requests to the model:
 
     2. Download the proto file and a sample input:
       ```shell
-      curl -sO https://raw.githubusercontent.com/iter8-tools/docs/v0.15.1/samples/modelmesh-serving/kserve.proto
-      curl -sO https://raw.githubusercontent.com/iter8-tools/docs/v0.15.1/samples/modelmesh-serving/grpc_input.json
+      curl -sO https://raw.githubusercontent.com/iter8-tools/docs/v0.15.2/samples/modelmesh-serving/kserve.proto
+      curl -sO https://raw.githubusercontent.com/iter8-tools/docs/v0.15.2/samples/modelmesh-serving/grpc_input.json
       ```
 
     3. Send inference requests:
diff --git a/docs/tutorials/integrations/kserve-mm/canary.md b/docs/tutorials/integrations/kserve-mm/canary.md
index c483c0e8..69ea4537 100644
--- a/docs/tutorials/integrations/kserve-mm/canary.md
+++ b/docs/tutorials/integrations/kserve-mm/canary.md
@@ -103,7 +103,6 @@ To send inference requests to the model:
 
     3. Make inference requests:
     ```shell
-    cd demo
     cat wisdom.sh
     . wisdom.sh
     ```
@@ -121,8 +120,8 @@ To send inference requests to the model:
 
     2. Download the proto file and a sample input:
       ```shell
-      curl -sO https://raw.githubusercontent.com/iter8-tools/docs/v0.15.1/samples/modelmesh-serving/kserve.proto
-      curl -sO https://raw.githubusercontent.com/iter8-tools/docs/v0.15.1/samples/modelmesh-serving/grpc_input.json
+      curl -sO https://raw.githubusercontent.com/iter8-tools/docs/v0.15.2/samples/modelmesh-serving/kserve.proto
+      curl -sO https://raw.githubusercontent.com/iter8-tools/docs/v0.15.2/samples/modelmesh-serving/grpc_input.json
       ```
 
     3. Send inference requests:
diff --git a/docs/tutorials/integrations/kserve/blue-green.md b/docs/tutorials/integrations/kserve/blue-green.md
index 24d0488f..95796c4a 100644
--- a/docs/tutorials/integrations/kserve/blue-green.md
+++ b/docs/tutorials/integrations/kserve/blue-green.md
@@ -90,7 +90,7 @@ To send inference requests to the model:
 === "From within the cluster"
     1. Create a "sleep" pod in the cluster from which requests can be made:
     ```shell
-    curl -s https://raw.githubusercontent.com/iter8-tools/docs/v0.15.1/samples/kserve-serving/sleep.sh | sh -
+    curl -s https://raw.githubusercontent.com/iter8-tools/docs/v0.15.2/samples/kserve-serving/sleep.sh | sh -
     ```
 
     2. exec into the sleep pod:
@@ -112,7 +112,7 @@ To send inference requests to the model:
 
     2. Download the sample input:
       ```shell
-      curl -sO https://raw.githubusercontent.com/iter8-tools/docs/v0.15.1/samples/kserve-serving/input.json
+      curl -sO https://raw.githubusercontent.com/iter8-tools/docs/v0.15.2/samples/kserve-serving/input.json
       ```
 
     3. Send inference requests:
diff --git a/docs/tutorials/integrations/kserve/canary.md b/docs/tutorials/integrations/kserve/canary.md
index 04c689aa..91a67e51 100644
--- a/docs/tutorials/integrations/kserve/canary.md
+++ b/docs/tutorials/integrations/kserve/canary.md
@@ -90,7 +90,7 @@ To send inference requests to the model:
 === "From within the cluster"
     1. Create a "sleep" pod in the cluster from which requests can be made:
     ```shell
-    curl -s https://raw.githubusercontent.com/iter8-tools/docs/v0.15.1/samples/kserve-serving/sleep.sh | sh -
+    curl -s https://raw.githubusercontent.com/iter8-tools/docs/v0.15.2/samples/kserve-serving/sleep.sh | sh -
     ```
 
     2. exec into the sleep pod:
@@ -117,7 +117,7 @@ To send inference requests to the model:
 
     2. Download the sample input:
       ```shell
-      curl -sO https://raw.githubusercontent.com/iter8-tools/docs/v0.15.1/samples/kserve-serving/input.json
+      curl -sO https://raw.githubusercontent.com/iter8-tools/docs/v0.15.2/samples/kserve-serving/input.json
       ```
 
     3. Send inference requests: