diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml
index 18590ed..19fe0d8 100644
--- a/.github/workflows/docker.yml
+++ b/.github/workflows/docker.yml
@@ -49,6 +49,8 @@ jobs:
           platforms: linux/amd64,linux/arm/v6,linux/arm/v7,linux/arm64
           push: true
           tags: 'dreamacro/clash:dev,ghcr.io/dreamacro/clash:dev'
+          cache-from: type=gha
+          cache-to: type=gha,mode=max
 
       - name: Get all docker tags
         if: startsWith(github.ref, 'refs/tags/')
@@ -74,3 +76,5 @@ jobs:
           platforms: linux/amd64,linux/arm/v6,linux/arm/v7,linux/arm64
           push: true
           tags: ${{steps.tags.outputs.result}}
+          cache-from: type=gha
+          cache-to: type=gha,mode=max
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 8226d87..08f97ba 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -20,7 +20,9 @@ jobs:
       - name: Cache go module
         uses: actions/cache@v2
         with:
-          path: ~/go/pkg/mod
+          path: |
+            ~/go/pkg/mod
+            ~/.cache/go-build
           key: ${{ runner.os }}-go-${{ hashFiles('**/go.sum') }}
           restore-keys: |
             ${{ runner.os }}-go-