test: add workflow cache.

fix: install the tool binaries.

.github/workflows/lint_and_test.yaml

@@ -15,8 +15,39 @@ jobs:
         uses: golangci/golangci-lint-action@v6
         with:
           version: v1.59.1
+      - name: asdf cache
+        id: asdf_cache_id
+        uses: actions/cache@v4
+        with:
+          path: ~/.asdf
+          key: ${{ runner.os }}-asdf-${{ hashFiles('.tool-versions') }}
+          restore-keys: |
+            ${{ runner.os }}-asdf-
       - name: install asdf & tools
+        if: steps.asdf_cache_id.outputs.cache-hit != 'true'
         uses: asdf-vm/actions/install@v3.0.2
+      - name: asdf go cache
+        id: asdf_go_cache_id
+        uses: actions/cache@v4
+        with:
+          path: ~/.asdf/installs/golang
+          key: ${{ runner.os }}-asdf-${{ hashFiles('.tool-versions') }}-go-${{ hashFiles('**/go.sum') }}
+          restore-keys: |
+            ${{ runner.os }}-asdf-go-
+      - name: go mod tidy and install
+        if: steps.asdf_go_cache_id.outputs.cache-hit != 'true'
+        run: |
+          go mod tidy
+          make install-go-tools
+      - name: go mod cache
+        uses: actions/cache@v4
+        with:
+          path: |
+            ~/go/pkg/mod
+            ~/.cache/go-build
+          key: ${{ runner.os }}-go-${{ hashFiles('**/go.sum') }}
+          restore-keys: |
+            ${{ runner.os }}-go-
       - name: build
         run: make build
       - name: testing