diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 019dafc8e..63f38cc53 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -36,10 +36,10 @@ jobs:
           fi
           # store version in GitHub environment file
           echo "version=$VERSION" >> $GITHUB_ENV
+      - name: Setup Gradle
+        uses: gradle/actions/setup-gradle@v3
       - name: Build ${{ env.version }}
-        uses: gradle/gradle-build-action@v2
-        with:
-          arguments: :codyze-cli:build -x check --parallel -Pversion=${{ env.version }}
+        run: ./gradlew :codyze-cli:build -x check --parallel -Pversion=${{ env.version }}
       - name: Push Release Docker Image
         if: startsWith(github.ref, 'refs/tags/v')
         run: |
diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index fecb22bd6..2bea31a01 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -19,10 +19,10 @@ jobs:
         with:
           distribution: "temurin"
           java-version: 17
+      - name: Setup Gradle
+        uses: gradle/actions/setup-gradle@v3
       - name: Generate coverage report
-        uses: gradle/gradle-build-action@v2
-        with:
-          arguments: testCodeCoverageReport --continue
+        run: ./gradlew testCodeCoverageReport --continue
       - name: Archive test reports
         uses: actions/upload-artifact@v4
         with:
diff --git a/.github/workflows/detekt.yml b/.github/workflows/detekt.yml
index 54558c8c5..c574ccedd 100644
--- a/.github/workflows/detekt.yml
+++ b/.github/workflows/detekt.yml
@@ -25,10 +25,10 @@ jobs:
           distribution: "temurin"
           java-version: 17
 
+      - name: Setup Gradle
+        uses: gradle/actions/setup-gradle@v3
       - name: Run analysis
-        uses: gradle/gradle-build-action@v2
-        with:
-          arguments: detektMain detektTest --continue
+        run: ./gradlew detektMain detektTest --continue
 
       # Make sure we always run this upload task,
       # because the previous step may fail if there are findings.
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 94d3b6136..21e2016bd 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -22,10 +22,11 @@ jobs:
         run: |
           python -m pip install mkdocs-material
           python -m pip install -r ./docs/mkdocs-material-plugins.txt
+      - name: Setup Gradle
+        uses: gradle/actions/setup-gradle@v3
       - name: 'Build API pages'
-        uses: gradle/gradle-build-action@v2
-        with:
-          arguments: |
+        run: |
+            ./gradlew
             dokkaHtmlMultiModule
             -Dorg.gradle.internal.repository.max.tentatives=5
             -Dorg.gradle.internal.repository.initial.backoff=10000
diff --git a/.github/workflows/upgrade.yml b/.github/workflows/upgrade.yml
index 621d9efbe..9ca8ba62e 100644
--- a/.github/workflows/upgrade.yml
+++ b/.github/workflows/upgrade.yml
@@ -25,9 +25,9 @@ jobs:
         with:
           distribution: "temurin"
           java-version: ${{ matrix.version }}
+      - name: Setup Gradle
+        uses: gradle/actions/setup-gradle@v3
       - name: Build
-        uses: gradle/gradle-build-action@v2
+        run:  ./gradlew :codyze-cli:build -x check --parallel -Pversion=0.0.0
         # step-level 'continue-on-error' needed to mask a negative workflow result
         continue-on-error: true
-        with:
-          arguments: :codyze-cli:build -x check --parallel -Pversion=0.0.0
\ No newline at end of file