diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 80a35c81..06fa79ba 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -7,18 +7,23 @@ on:
   pull_request:
     branches:
       - main
-      
+
+permissions:
+  contents: write
+
 jobs:
   build:
     runs-on: ubuntu-latest
     strategy:
       matrix:
         python-version: ["3.9", "3.10", "3.11"]
+      fail-fast: false
 
     steps:
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v3
+    
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v2.2.2
+      uses: actions/setup-python@v4
       with:
         python-version: ${{ matrix.python-version }}
 
@@ -26,10 +31,12 @@ jobs:
       run: make setup
 
     - name: Set up cache
-      uses: actions/cache@v2.1.6
+      uses: actions/cache@v3
       with:
         path: .venv
         key: venv-${{ matrix.python-version }}-${{ hashFiles('pyproject.toml') }}-${{ hashFiles('poetry.lock') }}
+        restore-keys: |
+          venv-${{ matrix.python-version }}-
 
     - name: Install dependencies
       run: |
@@ -51,3 +58,37 @@ jobs:
         poetry install --with tests
         make test
 
+  update-badge:
+    needs: build
+    runs-on: ubuntu-latest
+    if: github.ref == 'refs/heads/main'
+    
+    steps:
+    - uses: actions/checkout@v3
+      with:
+        fetch-depth: 0
+
+    - name: Set up Python
+      uses: actions/setup-python@v4
+      with:
+        python-version: "3.11"  # Use latest version for badge update
+
+    - name: Install poetry
+      run: make setup
+
+    - name: Install dependencies
+      run: |
+        poetry config virtualenvs.in-project true
+        poetry install --with tests
+
+    - name: Generate coverage badge
+      run: make test
+
+    - name: Commit and push coverage badge
+      run: |
+        git config --local user.email "github-actions[bot]@users.noreply.github.com"
+        git config --local user.name "github-actions[bot]"
+        git pull --rebase origin main
+        git add assets/images/coverage.svg
+        git commit -m "Update coverage badge" || echo "No changes to commit"
+        git push || git pull --rebase origin main && git push
diff --git a/diagram.svg b/diagram.svg
deleted file mode 100644
index bf43c409..00000000
--- a/diagram.svg
+++ /dev/null
@@ -1 +0,0 @@
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