diff --git a/.github/workflows/action.yaml b/.github/workflows/generate-related.yaml
similarity index 59%
rename from .github/workflows/action.yaml
rename to .github/workflows/generate-related.yaml
index d776405e57..5f0f792ee6 100644
--- a/.github/workflows/action.yaml
+++ b/.github/workflows/generate-related.yaml
@@ -3,7 +3,7 @@ name: Generate Read More related
 on:
   push:
     branches:
-      - automate-read-more
+      - gh-pages
   pull_request:
     branches:
       - gh-pages
@@ -22,4 +22,11 @@ jobs:
       - run: npm install
       - run: npm run compute-embeddings --OPENAI_API_KEY=${{ secrets.OPENAI_API_KEY }}
       - run: npm run generate-related
-      - uses: stefanzweifel/git-auto-commit-action@v5
\ No newline at end of file
+      - name: Create New Pull Request
+        if: steps.calibre.outputs.markdown != ''
+        uses: peter-evans/create-pull-request@v4
+        with:
+          title: Auto Compressed Images
+          branch-suffix: timestamp
+          commit-message: Auto Compressed Images
+          body: ${{ steps.calibre.outputs.markdown }}
\ No newline at end of file
diff --git a/scripts/generate-related/blog-metadata.mjs b/scripts/generate-related/blog-metadata.mjs
index bccdf7a415..25e02d973a 100644
--- a/scripts/generate-related/blog-metadata.mjs
+++ b/scripts/generate-related/blog-metadata.mjs
@@ -44,7 +44,7 @@ data.forEach((d, i) => {
       - ${filenameToUrl(sortedDistances[0].item.file)}
       - ${filenameToUrl(sortedDistances[1].item.file)}`;
   
-    fs.appendFileSync("./_data/related.yml", output + "\n");
+    fs.writeFileSync("./_data/related.yml", output + "\n");
   }
 
 });
diff --git a/scripts/generate-related/compute-embeddings.js b/scripts/generate-related/compute-embeddings.js
index 58c38bc608..45e5982f6d 100644
--- a/scripts/generate-related/compute-embeddings.js
+++ b/scripts/generate-related/compute-embeddings.js
@@ -49,8 +49,7 @@ const summarisePost = async (post) => {
 };
 
 (async () => {
-  console.log(process.cwd());
-  const paths = await glob("./_posts/**/2023-*.*").then((paths) => {
+  const paths = await glob("./_posts/**/*.*").then((paths) => {
     return paths;
   });