diff --git a/.github/workflows/bump-version.yml b/.github/workflows/bump-version.yml
index d270058..07cd11c 100644
--- a/.github/workflows/bump-version.yml
+++ b/.github/workflows/bump-version.yml
@@ -5,6 +5,10 @@ on:
     branches:
       - main
 
+concurrency:
+  group: bump-version-main
+  cancel-in-progress: false
+
 jobs:
   bump-version:
     runs-on: ubuntu-latest
@@ -49,8 +53,17 @@ jobs:
           git config user.email "github-actions[bot]@users.noreply.github.com"
           git add pyproject.toml
           git commit -m "chore: bump version to ${{ steps.bump.outputs.new_version }} [skip ci]"
+          git pull --rebase origin main
           git push
       - name: Tag the release
         run: |
           git tag "v${{ steps.bump.outputs.new_version }}"
           git push origin "v${{ steps.bump.outputs.new_version }}"
+
+      - name: Create GitHub release with auto-generated notes
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          gh release create "v${{ steps.bump.outputs.new_version }}" \
+            --title "v${{ steps.bump.outputs.new_version }}" \
+            --generate-notes
diff --git a/README.md b/README.md
index b3bb905..a7dbb3a 100644
--- a/README.md
+++ b/README.md
@@ -20,8 +20,42 @@ It runs quietly in the background 24/7, capturing every print, filament change,
 
 ---
 
+## What It Looks Like
+
+<table>
+  <tr>
+    <td width="50%">
+      <p align="center"><strong>Live Dashboard</strong><br/>Real-time nozzle temps, bed temp, print progress, and chamber light.</p>
+      <img src="https://github.com/user-attachments/assets/169ec3e5-62a9-4e96-afed-dc6ac2647aef" alt="Live Dashboard" width="100%"/>
+    </td>
+    <td width="50%">
+      <p align="center"><strong>Historical Charts</strong><br/>Filament remaining and nozzle temp over time, per printer.</p>
+      <img src="https://github.com/user-attachments/assets/11913c62-254f-4ba6-8d93-d5c27a9406be" alt="Historical Charts" width="100%"/>
+    </td>
+  </tr>
+  <tr>
+    <td width="50%">
+      <p align="center"><strong>Filament Inventory</strong><br/>Every spool you own — brand, type, color, remaining %, current tray.</p>
+      <img src="https://github.com/user-attachments/assets/8e472704-a6d8-45e1-93c4-c6f37d0b55a0" alt="Filament Inventory" width="100%"/>
+    </td>
+    <td width="50%">
+      <p align="center"><strong>AMS / Filament Slots</strong><br/>What's loaded right now, grouped by AMS unit, with humidity/temp.</p>
+      <img src="https://github.com/user-attachments/assets/200ad65f-a716-4a52-98b2-d5f5ce2445b9" alt="AMS / Filament Slots" width="100%"/>
+    </td>
+  </tr>
+  <tr>
+    <td colspan="2">
+      <p align="center"><strong>Hotend Wear Tracking</strong><br/>Used time and wear per hotend slot — handy for multi-nozzle / AMS-fed toolhead setups.</p>
+      <img src="https://github.com/user-attachments/assets/defee0da-772c-40c2-8dcf-9d3f230cc5ee" alt="Hotend Wear Tracking" width="100%"/>
+    </td>
+  </tr>
+</table>
+
+---
+
 ## Table of Contents
 
+- [What It Looks Like](#what-it-looks-like)
 - [Native Setup (Recommended for Raspberry Pi)](#native-setup-recommended-for-raspberry-pi)
   - [What You'll Need](#what-youll-need)
   - [Clone and run setup.sh](#clone-and-run-setupsh)