diff --git a/.github/workflows/update_readme.yaml b/.github/workflows/update_readme.yaml
new file mode 100644
index 00000000..9ba2018e
--- /dev/null
+++ b/.github/workflows/update_readme.yaml
@@ -0,0 +1,29 @@
+name: Update README
+
+on:
+  push:
+    branches:
+      - main
+
+jobs:
+  update-readme:
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v2
+
+      - name: Replace results in README
+        run: |
+          results=$(cat results/best_runs.md) # Read the results
+
+          # Replace the results in the README
+          awk -v r="$results" '/<!--START-->/ {print; print r; f=1} /<!--END-->/ {f=0} !f' README.md > temp && mv temp README.md
+
+      - name: Commit and push if it changed
+        run: |
+          git diff
+          git config --global user.email "md.rahman.ce@gmail.com"
+          git config --global user.name "Md Mijanur Rahman"
+          git commit -am "Update README with test results" || exit 0
+          git push
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