diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 26844765..87da98e3 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -12,6 +12,16 @@ jobs:
       fail-fast: false
       matrix:
         os: [ubuntu-latest, windows-latest, macos-latest]
+        include:
+        - os: ubuntu-latest
+          path: ~/.cache/pip
+          platformio-path: ~/.platformio
+        - os: macos-latest
+          path: ~/Library/Caches/pip
+          platformio-path: ~/Library/Caches/platformio
+        - os: windows-latest
+          path: ~\AppData\Local\pip\Cache
+          platformio-path: ~\AppData\Local\platformio\Cache
     runs-on: ${{ matrix.os }}
 
     steps:
@@ -19,14 +29,14 @@ jobs:
       - name: Cache pip
         uses: actions/cache@v3
         with:
-          path: ~/.cache/pip
+          path: ${{ matrix.path }}
           key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }}
           restore-keys: |
             ${{ runner.os }}-pip-
       - name: Cache PlatformIO
         uses: actions/cache@v3
         with:
-          path: ~/.platformio
+          path: ${{ matrix.platformio-path }}
           key: ${{ runner.os }}-${{ hashFiles('**/lockfiles') }}
       - name: Set up Python
         uses: actions/setup-python@v4