diff --git a/sdf/_embeds/install-sdf.bash b/sdf/_embeds/install-sdf.bash
new file mode 100644
index 00000000..80d5a53d
--- /dev/null
+++ b/sdf/_embeds/install-sdf.bash
@@ -0,0 +1 @@
+fvm install sdf-beta3
\ No newline at end of file
diff --git a/sdf/cli/index.mdx b/sdf/cli/index.mdx
index 1ae842ac..12002737 100644
--- a/sdf/cli/index.mdx
+++ b/sdf/cli/index.mdx
@@ -4,6 +4,9 @@ description: Stateful Dataflows Command Line Interface.
 sidebar_position: 10
 ---
 
+import CodeBlock from '@theme/CodeBlock';
+import InstallFvm from '!!raw-loader!../_embeds/install-sdf.bash';
+
 Stateful Dataflows (sdf) is a binary, shipped with fluvio, that helps developers build, test, and deploy packages and dataflows.
 
 ### Install SDF
@@ -16,9 +19,7 @@ $ curl -fsS https://hub.infinyon.cloud/install/install.sh | bash
 
 2. Install the preview release:
 
-```bash copy="fl"
-$ fvm install sdf-beta2
-```
+<CodeBlock language="bash">{InstallFvm}</CodeBlock>
 
 ### SDF Commands
 
diff --git a/sdf/composition/overview.mdx b/sdf/composition/overview.mdx
index d535a5ff..2ac33dad 100644
--- a/sdf/composition/overview.mdx
+++ b/sdf/composition/overview.mdx
@@ -91,13 +91,10 @@ The sections are as follows:
 * `functions` - defines functions in the package
 * `dev` - defines substitutions used during development and test
 
-# Dataflows
-
 ## The Dataflow
 
 The **dataflow** imports functions, types, and states from one more package. Packages may also import components from others; however, dataflow maintains the final composition.
 
-
 #### `dataflow.yaml`
 
 The [SDF] command line tool uses the dataflow definition file `dataflow.yaml` to assemble the data application, and it has the following hierarchy:
diff --git a/sdf/composition/quickstart.mdx b/sdf/composition/quickstart.mdx
index 66439fa7..30a2dfdb 100644
--- a/sdf/composition/quickstart.mdx
+++ b/sdf/composition/quickstart.mdx
@@ -4,6 +4,9 @@ description: Guide on how to create Stateful Dataflows using the Stateful Datafl
 sidebar_position: 20
 ---
 
+import CodeBlock from '@theme/CodeBlock';
+import InstallFvm from '!!raw-loader!../_embeds/install-sdf.bash';
+
 # Getting Started with Stateful Dataflows
 
 This guide will get you started with [SDF], an utility that helps developers build, troubleshoot, and run full-featured event-driven dataflows.
@@ -60,9 +63,7 @@ Your Fluvio cluster is ready for use.
 
 SDF is in beta and it requires the following image:
 
-```bash
-fvm install sdf-beta3
-```
+<CodeBlock language="bash">{InstallFvm}</CodeBlock>
 
 You can validate prerequisites with:
 
@@ -369,7 +370,7 @@ For additional examples, check out [stateful-dataflows-examples] in github. The
 Stateful Dataflows is an ambitious project with many possibilities and just as many hazards. Please get in touch, we would love to hear your feedback and help us steer the product in the right direction.
 
 
-[SDF]: sdf
+[SDF]: ../../
 [composition]: overview.mdx
 [stateful-dataflows-examples]: https://github.com/infinyon/stateful-dataflows-examples
 [github]: https://github.com/infinyon/stateful-dataflows-examples/tree/main/dataflows-composed/split-sentence
diff --git a/sdf/quickstart.mdx b/sdf/quickstart.mdx
index f1fa27da..07bd0735 100644
--- a/sdf/quickstart.mdx
+++ b/sdf/quickstart.mdx
@@ -4,6 +4,10 @@ description: Getting started with Stateful Dataflows
 sidebar_position: 10
 ---
 
+import CodeBlock from '@theme/CodeBlock';
+import InstallFvm from '!!raw-loader!./_embeds/install-sdf.bash';
+
+
 # SDF Quickstart
 
 Provisioning and operating a Stateful Dataflow requires the following system components:
@@ -35,9 +39,7 @@ Let's create a simple dataflow to split a sentence into words and count the word
 
 Stateful dataflows are managed via [sdf cli] that we install it using [fvm].
 
-```
-$ fvm install sdf-beta2
-```
+<CodeBlock language="bash">{InstallFvm}</CodeBlock>
 
 ### 2. Create the Dataflow file
 
diff --git a/sdf/whatsnew.mdx b/sdf/whatsnew.mdx
index 91ae727f..01b32d33 100644
--- a/sdf/whatsnew.mdx
+++ b/sdf/whatsnew.mdx
@@ -4,15 +4,16 @@ description: Changes and updates to SDF
 sidebar_position: 20
 ---
 
+import CodeBlock from '@theme/CodeBlock';
+import InstallFvm from '!!raw-loader!./_embeds/install-sdf.bash';
+
 # Beta 3
 
 ## Upgrading 
 
 To upgrade CLI to the beta3, run the following command:
 
-```bash
-$ fvm install sdf-beta3
-```
+<CodeBlock language="bash">{InstallFvm}</CodeBlock>
 
 To upgrade host workers, shutdown and restart the worker: