diff --git a/docs/docs/deployment-guide.mdx b/docs/docs/deployment-guide.mdx
index d74cf783..2a0fc531 100644
--- a/docs/docs/deployment-guide.mdx
+++ b/docs/docs/deployment-guide.mdx
@@ -32,7 +32,7 @@ The following guide will walk you through the steps to deploy Sourcebot on your
         }' > config.json
         ```
 
-        This config creates a single GitHub connection named `starter-connection` that specifies [Sourcebot](https://github.com/sourcebot-dev/sourcebot) as a repo to sync. [Learn more about the config file](/docs/connections/overview).
+        This config creates a single GitHub connection named `starter-connection` that specifies [Sourcebot](https://github.com/sourcebot-dev/sourcebot) as a repo to sync. [Learn more about the config file](/docs/configuration/config-file).
     </Step>
 
     <Step title="Launch your instance">
@@ -65,25 +65,24 @@ The following guide will walk you through the steps to deploy Sourcebot on your
 
     <Step title="Complete onboarding">
         Navigate to `http://localhost:3000` and complete the onboarding flow.
-
-        <Note>
-            By default, only email / password authentication is enabled. [Learn more about authentication](/docs/configuration/auth/overview).
-        </Note>
     </Step>
 
     <Step title="Done">
-        You're all set! If you'd like to setup [Ask Sourcebot](/docs/features/ask/overview), configure a language model [provider](/docs/configuration/language-model-providers)
+        You're all set! If you'd like to setup [Ask Sourcebot](/docs/features/ask/overview), configure a language model [provider](/docs/configuration/language-model-providers).
     </Step>
 </Steps>
 
 ## Next steps
 ---
 
-<CardGroup cols={2}>
-    <Card title="Connecting your code" icon="code" href="/docs/connections/overview">
-        Learn more about how to connect your code to Sourcebot.
+<CardGroup cols={3}>
+    <Card title="Index your code" icon="code" href="/docs/connections/overview">
+        Learn how to index your code using Sourcebot
     </Card>
-    <Card title="Setup other authentication providers" icon="lock" href="/docs/configuration/auth/overview">
+    <Card title="Language models" icon="brain" href="/docs/connections/overview">
+        Learn how to configure language model providers to start using [Ask Sourcebot](/docs/features/ask/overview)
+    </Card>
+    <Card title="Authentication" icon="lock" href="/docs/configuration/auth/overview">
         Learn more about how to setup SSO, email codes, and other authentication providers.
     </Card>
 </CardGroup>
\ No newline at end of file