diff --git a/.github/workflows/build_check.yml b/.github/workflows/build_check.yml
index 8e2f1ea..8b83945 100644
--- a/.github/workflows/build_check.yml
+++ b/.github/workflows/build_check.yml
@@ -16,13 +16,20 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout code
-        uses: actions/checkout@v2
-      - name: Set up Python
-        uses: actions/setup-python@v2
-      - name: Install PlatformIO
-        run: python -m pip install --upgrade pip platformio
-      - name: Run PlatformIO CI
-        run: platformio run
+        uses: actions/checkout@v3
+      - uses: actions/cache@v3
+        with:
+          path: |
+            ~/.cache/pip
+            ~/.platformio/.cache
+          key: ${{ runner.os }}-pio
+      - uses: actions/setup-python@v4
+        with:
+          python-version: '3.9'
+      - name: Install PlatformIO Core
+        run: pip install --upgrade platformio
+      - name: Build PlatformIO Project
+        run: pio run
       - name: Upload artifacts
         uses: actions/upload-artifact@v2
         with:
@@ -70,3 +77,27 @@ jobs:
         with:
           name: Cppcheck Report
           path: output
+
+  remote_testing:
+    name: Remote Testing
+    runs-on: ubuntu-latest
+    env:
+      PLATFORMIO_AUTH_TOKEN: ${{ secrets.PLATFORMIO_AUTH_TOKEN }}
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v3
+      - uses: actions/cache@v3
+        with:
+          path: |
+            ~/.cache/pip
+            ~/.platformio/.cache
+          key: ${{ runner.os }}-pio
+      - uses: actions/setup-python@v4
+        with:
+          python-version: '3.9'
+      - name: Install PlatformIO Core
+        run: pip install --upgrade platformio
+      - name: list devices connected
+        run: pio remote device list 
+      - name: run tests
+        run: pio remote test -v -r