diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS
index 9fead0fe7..ad50fbb36 100644
--- a/.github/CODEOWNERS
+++ b/.github/CODEOWNERS
@@ -2,4 +2,4 @@
 # Each line is a file pattern followed by one or more owners.
 
 # These owners will be the default owners for everything in the repo.
-* @Avijit-Microsoft @Roopan-Microsoft @Prajwal-Microsoft @aniaroramsft @brittneek @Vinay-Microsoft
+* @Avijit-Microsoft @Roopan-Microsoft @Prajwal-Microsoft @aniaroramsft @brittneek @Vinay-Microsoft @toherman-msft @nchandhi
diff --git a/documents/DeploymentGuide.md b/documents/DeploymentGuide.md
index e4a1d7e96..bab2761d1 100644
--- a/documents/DeploymentGuide.md
+++ b/documents/DeploymentGuide.md
@@ -73,8 +73,8 @@ azd env set AZURE_ENV_VM_ADMIN_PASSWORD <your-password>
 
 Pick from the options below to see step-by-step instructions for GitHub Codespaces, VS Code Dev Containers, Local Environments, and Bicep deployments.
 
-| [![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://codespaces.new/microsoft/Conversation-Knowledge-Mining-Solution-Accelerator) | [![Open in Dev Containers](https://img.shields.io/static/v1?style=for-the-badge&label=Dev%20Containers&message=Open&color=blue&logo=visualstudiocode)](https://vscode.dev/redirect?url=vscode://ms-vscode-remote.remote-containers/cloneInVolume?url=https://github.com/microsoft/Conversation-Knowledge-Mining-Solution-Accelerator) | 
-|---|---|
+| [![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://codespaces.new/microsoft/Conversation-Knowledge-Mining-Solution-Accelerator) | [![Open in Dev Containers](https://img.shields.io/static/v1?style=for-the-badge&label=Dev%20Containers&message=Open&color=blue&logo=visualstudiocode)](https://vscode.dev/redirect?url=vscode://ms-vscode-remote.remote-containers/cloneInVolume?url=https://github.com/microsoft/Conversation-Knowledge-Mining-Solution-Accelerator) | [![Open in Visual Studio Code Web](https://img.shields.io/static/v1?style=for-the-badge&label=Visual%20Studio%20Code%20(Web)&message=Open&color=blue&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/azure/?vscode-azure-exp=foundry&agentPayload=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) |
+|---|---|---|
 
 <details>
   <summary><b>Deploy in GitHub Codespaces</b></summary>
@@ -94,7 +94,7 @@ You can run this solution using GitHub Codespaces. The button will open a web-ba
 </details>
 
 <details>
-  <summary><b>Deploy in VS Code</b></summary>
+  <summary><b>Deploy in VS Code Dev Conatiners</b></summary>
 
 ### VS Code Dev Containers
 
@@ -110,6 +110,24 @@ You can run this solution in VS Code Dev Containers, which will open the project
 
 </details>
 
+<details>
+  <summary><b>Deploy in VS Code Web</b></summary>
+
+### VS Code Web
+
+[![Open in Visual Studio Code Web](https://img.shields.io/static/v1?style=for-the-badge&label=Visual%20Studio%20Code%20(Web)&message=Open&color=blue&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/azure/?vscode-azure-exp=foundry&agentPayload=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):
+
+1. Click the badge above (may take a few minutes to load)
+2. Sign in with your Azure account when prompted
+3. Select the subscription where you want to deploy the solution
+4. Wait for the environment to initialize (includes all deployment tools)
+5. When prompted in the VS Code Web terminal, choose one of the available options shown below:
+
+   ![VS Code Initial Prompt](./Images/vscodeweb_intialize.png)
+6. Continue with the [deploying steps](#deploying-with-azd).
+
+</details>
+
 <details>
   <summary><b>Deploy in your local Environment</b></summary>
 
diff --git a/documents/Images/vscodeweb_intialize.png b/documents/Images/vscodeweb_intialize.png
new file mode 100644
index 000000000..1ef8ce817
Binary files /dev/null and b/documents/Images/vscodeweb_intialize.png differ
diff --git a/infra/vscode_web/.env b/infra/vscode_web/.env
index d47886009..141104744 100644
--- a/infra/vscode_web/.env
+++ b/infra/vscode_web/.env
@@ -1,6 +1,6 @@
 AZURE_EXISTING_AGENT_ID="<%= agentId %>"
 AZURE_ENV_NAME="<%= playgroundName %>"
-AZURE_LOCATION="<%= location %>"
+# AZURE_LOCATION="<%= location %>"
 AZURE_SUBSCRIPTION_ID="<%= subscriptionId %>"
 AZURE_EXISTING_AIPROJECT_ENDPOINT="<%= endpoint %>"
 AZURE_EXISTING_AIPROJECT_RESOURCE_ID="<%= projectResourceId %>"