diff --git a/docs/code/getting-started/task-engine/vertex.cue b/docs/code/getting-started/task-engine/vertex.cue
index f8627578..187a0f0c 100644
--- a/docs/code/getting-started/task-engine/vertex.cue
+++ b/docs/code/getting-started/task-engine/vertex.cue
@@ -47,7 +47,7 @@ _gemini: {
   @task(api.Call)
 
   apikey: string
-  model: string | *"gemini-1.0-pro-002:generateContent"
+  model: string | *"gemini-1.5-pro-001:generateContent"
   prompt: string | *"You are an assistant who is very concise when responding."
   msg: string
 
@@ -77,9 +77,9 @@ _gemini: {
   }
 
   resp: {
-    body: _
+    body: {}
   }
-  @print(resp.body)
+  // @print(resp.body)
 
   // task-local ETL
   final: {
diff --git a/docs/content/the-walkthrough/_index.md b/docs/content/the-walkthrough/_index.md
index bdac9c62..5076e2cd 100644
--- a/docs/content/the-walkthrough/_index.md
+++ b/docs/content/the-walkthrough/_index.md
@@ -8,21 +8,16 @@ description: >
   See all of hof's features in the process.
 ---
 
+TODO: convert this to a simple version of topical source
+
 {{<lead>}}
-The Walkthrough will take you on a tour of hof's features.
-You will build a generator for a full-stack application
-with multiple services and languages, the bells and whistles,
+The Walkthrough will take you on a tour of hof's features,
 covering the end-to-end developer experience. 
+We will build a generator for a full-stack application
+with multiple services and languages.
 {{</lead>}}
 
-We will building on several technologies and languages
-
-- NextJS and Typescript for the application
-- Strapi as a headless CMS
-- Postgres, Redis, and Qdrant for storage
-- LlamaIndex and Python for the chat server
-- Dagger and Argo for CI
-- Kind and Kubernetes for deployment
+We will primarily be using using Go, JS, and SQL amongst other languages.
 
 Each section will build on the previous
 and introduce more of hof's concepts.
diff --git a/docs/content/the-walkthrough/_index.md.next b/docs/content/the-walkthrough/_index.md.next
new file mode 100644
index 00000000..bdac9c62
--- /dev/null
+++ b/docs/content/the-walkthrough/_index.md.next
@@ -0,0 +1,33 @@
+---
+title: "The Walkthrough"
+linkTitle: "The Walkthrough"
+brief: "showing all of hof's features"
+weight: 10
+description: >
+  Create a code generator for a full-stack chat application.
+  See all of hof's features in the process.
+---
+
+{{<lead>}}
+The Walkthrough will take you on a tour of hof's features.
+You will build a generator for a full-stack application
+with multiple services and languages, the bells and whistles,
+covering the end-to-end developer experience. 
+{{</lead>}}
+
+We will building on several technologies and languages
+
+- NextJS and Typescript for the application
+- Strapi as a headless CMS
+- Postgres, Redis, and Qdrant for storage
+- LlamaIndex and Python for the chat server
+- Dagger and Argo for CI
+- Kind and Kubernetes for deployment
+
+Each section will build on the previous
+and introduce more of hof's concepts.
+By the end you'll see all of the parts needed
+to create and use a __hof generator__.
+
+
+{{<childpages childBriefs="true">}}