diff --git a/.github/workflows/DEVELOPER_ASSISTANT.yaml b/.github/workflows/DEVELOPER_ASSISTANT.yaml
index 3a155f770..f5eab5872 100644
--- a/.github/workflows/DEVELOPER_ASSISTANT.yaml
+++ b/.github/workflows/DEVELOPER_ASSISTANT.yaml
@@ -7,19 +7,44 @@ jobs:
   pr_agent_job:
     if: ${{ !contains(github.event.pull_request.labels.*.name, 'skip-ai-review') && ((contains(github.event.comment.body, '/review') || contains(github.event.comment.body, '/describe') || contains(github.event.comment.body, '/add_docs') || contains(github.event.comment.body, '/update_changelog')) && github.event.comment.user.login != 'nex-maximus' || (github.event_name == 'pull_request' && github.event.pull_request.user.login != 'nex-maximus')) }}
     runs-on: ["ubuntu-latest"]
-    container: 
-      image: 011528261982.dkr.ecr.us-west-2.amazonaws.com/smartdevops:genai-stable
-      options: --pull always
-      credentials:
-      # Make sure to add the AWS access key and secret key to github secrets vault
-        username: ${{ secrets.AWS_ACCESS_KEY_ID }}
-        password: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
     steps:
-      - name: Smart Devops PR Agent Action 
+      - name: Configure AWS credentials
+        uses: aws-actions/configure-aws-credentials@v1
+        with:
+          aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
+          aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
+          aws-region: us-west-2
+
+      - name: Login to Amazon ECR Registry
+        run: |
+          aws ecr get-login-password --region us-west-2 | docker login --username AWS --password-stdin 011528261982.dkr.ecr.us-west-2.amazonaws.com
+
+      - name: Pull the Docker image from ECR registry
+        run: docker pull 011528261982.dkr.ecr.us-west-2.amazonaws.com/smartdevops:genai-stable
+      
+      - name: Smart Devops PR Agent Action
         id: pragent
         run: |
-          . /genai_agent/genai_env/bin/activate && /genai_agent/get_pr_agent_details.sh
-        shell: bash
+          export GITHUB_ACTION_AUTO_REVIEW="${GITHUB_ACTION.AUTO_REVIEW}"
+          export GITHUB_ACTION_AUTO_DESCRIBE="${GITHUB_ACTION.AUTO_DESCRIBE}"
+          export GITHUB_ACTION_UPDATE_TITLE="${GITHUB_ACTION.UPDATE_TITLE}"
+          docker run --rm \
+            -e GITHUB_CONTEXT="${GITHUB_CONTEXT}" \
+            -e GITHUB_ACTION.AUTO_REVIEW="${GITHUB_ACTION_AUTO_REVIEW}" \
+            -e GITHUB_ACTION.AUTO_DESCRIBE="${GITHUB_ACTION_AUTO_DESCRIBE}" \
+            -e GITHUB_ACTION.UPDATE_TITLE="${GITHUB_ACTION_UPDATE_TITLE}" \
+            -e PR_NUMBER="${PR_NUMBER}" \
+            -e API_KEY="${API_KEY}" \
+            -e API_BASE="${API_BASE}" \
+            -e STABLE_API_VERSION="${STABLE_API_VERSION}" \
+            -e PREVIEW_API_VERSION="${PREVIEW_API_VERSION}" \
+            -e DEPLOY_NAME="${DEPLOY_NAME}" \
+            -e PUSH_TOKEN="${PUSH_TOKEN}" \
+            -e CLIENT_ID="${CLIENT_ID}" \
+            -e CLIENT_SECRET="${CLIENT_SECRET}" \
+            011528261982.dkr.ecr.us-west-2.amazonaws.com/smartdevops:genai-stable bash -c "
+            . /genai_agent/genai_env/bin/activate && /genai_agent/get_pr_agent_details.sh
+          "
         env:
           GITHUB_CONTEXT: ${{ toJson(github) }}
           GITHUB_ACTION.AUTO_REVIEW: true
@@ -32,7 +57,6 @@ jobs:
           PREVIEW_API_VERSION: ${{ secrets.PREVIEW_API_VERSION }}
           DEPLOY_NAME: ${{ secrets.DEPLOY_NAME }}
           PUSH_TOKEN: ${{ secrets.PUSH_TOKEN }}
-          # Below secrets to fetch the auth token for Intel's API gateway 
           CLIENT_ID: ${{ secrets.CLIENT_ID }}
           CLIENT_SECRET: ${{ secrets.CLIENT_SECRET }}
           
@@ -73,4 +97,4 @@ jobs:
 
           # Uncomment the line below to consider the ICP and Kernel Coding Guidelines for C Language Code
           # CODING_GUIDELINES.C_ICP_GUIDELINES: true
-          # CODING_GUIDELINES.C_KERNEL_GUIDELINES: true
\ No newline at end of file
+          # CODING_GUIDELINES.C_KERNEL_GUIDELINES: true
diff --git a/sample_python_script.py b/sample_python_script.py
new file mode 100644
index 000000000..dc1b5cb97
--- /dev/null
+++ b/sample_python_script.py
@@ -0,0 +1,18 @@
+import math
+ 
+def calculate_area_of_circle(radius):
+    """Calculate the area of a circle given its radius."""
+    return math.pi * (radius ** 2)
+ 
+def main():
+    # Get user input
+    radius = float(input("Enter the radius of the circle: "))
+     
+    # Calculate the area
+    area = calculate_area_of_circle(radius)
+     
+    # Print the result
+    print(f"The area of the circle with radius {radius} is {area:.2f}")
+ 
+if __name__ == "__main__":
+    main()
\ No newline at end of file