diff --git a/.github/workflows/dev-ci.yml b/.github/workflows/dev-ci.yml
index 548ae51b..43a0fa49 100644
--- a/.github/workflows/dev-ci.yml
+++ b/.github/workflows/dev-ci.yml
@@ -11,6 +11,15 @@ concurrency:
     cancel-in-progress: true
 
 jobs:
+  get-pr:
+    # https://dev.to/suzukishunsuke/secure-github-actions-by-pullrequesttarget-641
+    outputs:
+        merge_commit_sha: ${{steps.pr.outputs.merge_commit_sha}}
+    runs-on: ubuntu-latest
+    steps:
+      - uses: suzuki-shunsuke/get-pr-action@v0.1.0
+        id: pr
+
   test-utils:
     runs-on: ubuntu-latest
     steps:
@@ -51,3 +60,53 @@ jobs:
         npm install
         npm run build
       working-directory: ./aiida-registry-app
+
+  preview:
+    # This job is triggered by from PR from the aiida-registry repo, the developer of aiida-registry need to see the preview page of the PR
+    needs: [test-webpage-build, get-pr]
+    if: github.repository == 'aiidateam/aiida-registry'
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+    timeout-minutes: 180
+    env:
+      COMMIT_AUTHOR: Deploy Action
+      COMMIT_AUTHOR_EMAIL: action@github.com
+      VITE_PR_PREVIEW_PATH: "/aiida-registry/pr-preview/pr-${{ github.event.number }}/"
+
+    steps:
+    - name: Checkout Repo ⚡️
+      uses: actions/checkout@v4
+      with:
+        ref: ${{needs.get-pr.outputs.merge_commit_sha}}
+    - name: Create dev environment
+      uses: ./.github/actions/create-dev-env
+
+    - name: Generate metadata
+      uses: ./.github/actions/generate-metadata
+      with:
+        gh_token: ${{ secrets.GITHUB_TOKEN }}
+        cache: false
+
+    - uses: actions/setup-node@v3
+      with:
+        node-version: '18.x'
+    - name: Install npm dependencies and build
+      run: |
+        echo $VITE_PR_PREVIEW_PATH
+        npm install
+        npm run build
+      working-directory: ./aiida-registry-app
+
+    - name: Add plugins file to the build folder
+      run: cp plugins_metadata.json aiida-registry-app/dist/
+
+    - name: Deploy preview
+      uses: rossjrw/pr-preview-action@v1
+      with:
+        source-dir: ./aiida-registry-app/dist
+        preview-branch: gh-pages
+        umbrella-dir: pr-preview
+        action: auto
+        custom-url:
+        token: ${{ secrets.BOT_COMMENT_TOKEN }} # use aiida-bot token to deploy the preview
diff --git a/bin/analyze_entrypoints.py b/bin/analyze_entrypoints.py
index 0ce76097..f49f88ab 100644
--- a/bin/analyze_entrypoints.py
+++ b/bin/analyze_entrypoints.py
@@ -15,6 +15,12 @@
 from typing import Dict, List
 
 import click
+from aiida import load_profile
+from aiida.storage.sqlite_temp import SqliteTempBackend
+
+# Load AiiDA profile
+temp_profile = SqliteTempBackend.create_profile("temp-profile")
+load_profile(temp_profile, allow_switch=True)
 
 ENTRY_POINT_GROUPS = [
     "aiida.calculations",