diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 7734905..ec66eda 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -30,6 +30,13 @@ jobs:
           directory: ${{ env.CONFIG_DIRECTORY }}
           speculative: true
 
+      - name: Initialize Terraform Backend
+        run: terraform init -reconfigure
+        env:
+          TF_CLOUD_ORGANIZATION: ${{ env.TF_CLOUD_ORGANIZATION }}
+          TF_API_TOKEN: ${{ env.TF_API_TOKEN }}
+          TF_WORKSPACE: ${{ env.TF_WORKSPACE }}
+
       - name: Create Plan Run
         uses: hashicorp/tfc-workflows-github/actions/create-run@v1.0.0
         id: plan-run
@@ -59,14 +66,22 @@ jobs:
             *Pushed by: @${{ github.actor }}, Action: \`${{ github.event_name }}\`*`;
 
             if (context.payload.pull_request) {
-              await github.rest.issues.createComment({
-                issue_number: context.payload.pull_request.number,
+              await github.rest.issues.updateComment({
+                comment_id: context.payload.pull_request.issue_url.split('/').pop(),
                 owner: context.repo.owner,
                 repo: context.repo.repo,
                 body: output
               });
             } else {
-              console.log('No pull request context found.');
+              const response = await github.rest.pulls.create({
+                owner: context.repo.owner,
+                repo: context.repo.repo,
+                title: 'Automated Pull Request',
+                head: '${{ github.actor }}:main',
+                base: 'main',
+                body: output
+              });
+              console.log('Pull request created:', response.data.html_url);
             }
 
       - name: Terraform Plan Status