diff --git a/.github/workflows/build_check.yml b/.github/workflows/build_check.yml
index 8287185..ee02b1d 100644
--- a/.github/workflows/build_check.yml
+++ b/.github/workflows/build_check.yml
@@ -15,19 +15,23 @@ jobs:
     name: Compile Firmware
     runs-on: ubuntu-latest
     steps:
-      - name: Checkout code
-        uses: actions/checkout@v3
       - uses: actions/cache@v3
         with:
           path: |
             ~/.cache/pip
             ~/.platformio/.cache
-          key: ${{ runner.os }}-pio
+          key: compile-cache
       - uses: actions/setup-python@v4
         with:
-          python-version: '3.9'
-      - name: Install PlatformIO Core
-        run: pip install --upgrade platformio
+          python-version: '3.10'
+      - name: Install PlatformIO
+        shell: bash
+        run: |
+          python -m pip install --upgrade pip
+          pip install --upgrade platformio
+          
+      - name: Checkout code
+        uses: actions/checkout@v3
       - name: Build PlatformIO Project
         run: pio run
       - name: Upload artifacts
@@ -84,17 +88,14 @@ jobs:
     env:
       PLATFORMIO_AUTH_TOKEN: ${{ secrets.PLATFORMIO_AUTH_TOKEN }}
     steps:
-      - name: Cache pip
+      - name: Setup Cache
         uses: actions/cache@v3
         with:
-          path: ~/.cache/pip
-          key: pip-cache
-      - name: Cache PlatformIO
-        uses: actions/cache@v3
-        with:
-          path: ~/.platformio
-          key: pio-cache
-      - name: Set up Python
+          path: |
+            ~/.cache/pip
+            ~/.platformio
+          key: remote-cache
+      - name: Setup Python
         uses: actions/setup-python@v4
         with:
           python-version: '3.10'