diff --git a/.github/workflows/deploy_terraform.yml b/.github/workflows/deploy_terraform.yml
index 216069fe..71e2ad9d 100644
--- a/.github/workflows/deploy_terraform.yml
+++ b/.github/workflows/deploy_terraform.yml
@@ -189,46 +189,6 @@ jobs:
       ecr_repo: condition-etl-${{ needs.determine_stage.outputs.stage }}
       image_digest: ${{ needs.condition_etl_image.outputs.image_digest }}
       terraform_apply: ${{ needs.determine_stage.outputs.terraform_apply }}
-    secrets:
-      AWS_ACCESS_KEY_ID: ${{ secrets.DEV_AWS_ACCESS_KEY_ID }}
-      AWS_SECRET_ACCESS_KEY: ${{ secrets.DEV_AWS_SECRET_ACCESS_KEY }}
-      AWS_REGION: ${{ secrets.DEV_AWS_REGION }}
-
-  # ============================================================
-  # Categorisation image and Push
-  # ============================================================
-  categorisation_image:
-    needs: [determine_stage, shared_terraform]
-    uses: ./.github/workflows/_build_image.yml
-    with:
-      ecr_repo: categorisation-${{ needs.determine_stage.outputs.stage }}
-      dockerfile_path: backend/categorisation/handler/Dockerfile
-      build_context: .
-      build_args: |
-        DEV_DB_HOST=$DEV_DB_HOST
-        DEV_DB_PORT=$DEV_DB_PORT
-        DEV_DB_NAME=$DEV_DB_NAME
-    secrets:
-      AWS_ACCESS_KEY_ID: ${{ secrets.DEV_AWS_ACCESS_KEY_ID }}
-      AWS_SECRET_ACCESS_KEY: ${{ secrets.DEV_AWS_SECRET_ACCESS_KEY }}
-      AWS_REGION: ${{ secrets.DEV_AWS_REGION }}
-      DEV_DB_HOST: ${{ secrets.DEV_DB_HOST }}
-      DEV_DB_PORT: ${{ secrets.DEV_DB_PORT }}
-      DEV_DB_NAME: ${{ secrets.DEV_DB_NAME }}
-
-  # ============================================================
-  # Deploy Categorisation Lambda
-  # ============================================================
-  categorisation_lambda:
-    needs: [categorisation_image, determine_stage]
-    uses: ./.github/workflows/_deploy_lambda.yml
-    with:
-      lambda_name: categorisation
-      lambda_path: infrastructure/terraform/lambda/categorisation
-      stage: ${{ needs.determine_stage.outputs.stage }}
-      ecr_repo: categorisation-${{ needs.determine_stage.outputs.stage }}
-      image_digest: ${{ needs.categorisation_image.outputs.image_digest }}
-      terraform_apply: ${{ needs.determine_stage.outputs.terraform_apply }}
     secrets:
       AWS_ACCESS_KEY_ID: ${{ secrets.DEV_AWS_ACCESS_KEY_ID }}
       AWS_SECRET_ACCESS_KEY: ${{ secrets.DEV_AWS_SECRET_ACCESS_KEY }}
diff --git a/infrastructure/terraform/lambda/_template/README.md b/infrastructure/terraform/lambda/_template/README.md
index a7282fc9..7992ec5c 100644
--- a/infrastructure/terraform/lambda/_template/README.md
+++ b/infrastructure/terraform/lambda/_template/README.md
@@ -3,7 +3,7 @@
 ### 1. Create the Lambda scaffold
 - Copy the template:
 
-  cp -r lambda/_template lambda/<lambda_name>
+  `cp -r lambda/_template lambda/<lambda_name>`
 
 ---
 
@@ -13,7 +13,7 @@
   infrastructure/terraform/shared/main.tf
 
 - Apply the shared stack
-    - This requires commenting 'if env.stage == "prod"' in .github/workflows/deploy_terraform.yml
+    - This requires commenting `if: env.STAGE == 'prod'` in .github/workflows/deploy_terraform.yml
 
 - Verify the ECR repository exists in AWS