diff --git a/.github/workflows/integration-tests-csharp.yml b/.github/workflows/integration-tests-csharp.yml
index 7b73ac45c..7324cbb4e 100644
--- a/.github/workflows/integration-tests-csharp.yml
+++ b/.github/workflows/integration-tests-csharp.yml
@@ -29,7 +29,7 @@ jobs:
         # See supported Node.js release schedule at https://nodejs.org/en/about/releases/
         dotnet-version: [6.x]
     steps:
-    - uses: actions/checkout@v3
+    - uses: actions/checkout@v4
     - name: Test csharp tests
       run: dotnet test tests/integration-tests/csharp/csharp.csproj
 
diff --git a/.github/workflows/integration-tests-java.yml b/.github/workflows/integration-tests-java.yml
index 8f51dc554..2aaedbb1f 100644
--- a/.github/workflows/integration-tests-java.yml
+++ b/.github/workflows/integration-tests-java.yml
@@ -26,17 +26,22 @@ jobs:
       WEB_PUBSUB_CONNECTION_STRING: ${{ github.event.inputs.web_pubsub_connection_string || secrets.WEB_PUBSUB_CONNECTION_STRING }}
     strategy:
       matrix:
-        java-version: [11]
+        java-version: [17]
     steps:
-    - uses: actions/checkout@v3
-
+    - uses: actions/checkout@v4
     - name: Set up JDK ${{ matrix.java-version }}
-      uses: actions/setup-java@v2
+      uses: actions/setup-java@v3
       with:
         java-version: ${{ matrix.java-version }}
+        distribution: 'temurin'
+        cache: maven
 
     - name: Build and test with Maven
       run: 
         pushd tests/integration-tests/java/integration-tests |
         mvn -B verify --file pom.xml |
-        popd
\ No newline at end of file
+        popd
+
+    # Optional: Uploads the full dependency graph to GitHub to improve the quality of Dependabot alerts this repository can receive
+    - name: Update dependency graph
+      uses: advanced-security/maven-dependency-submission-action@571e99aab1055c2e71a1e2309b9691de18d6b7d6
\ No newline at end of file
diff --git a/.github/workflows/integration-tests-js.yml b/.github/workflows/integration-tests-js.yml
index 37c91caf8..3970b59f4 100644
--- a/.github/workflows/integration-tests-js.yml
+++ b/.github/workflows/integration-tests-js.yml
@@ -28,7 +28,7 @@ jobs:
       matrix:
         node-version: [18.x]
     steps:
-    - uses: actions/checkout@v3
+    - uses: actions/checkout@v4
 
     - name: Use Node.js ${{ matrix.node-version }}
       uses: actions/setup-node@v3
@@ -37,7 +37,7 @@ jobs:
         cache: 'npm'
     - name: Test js tests
       run: 
-        pushd tests\integration-tests\js |
+        pushd tests/integration-tests/js |
         npm run test |
         popd
 
diff --git a/.github/workflows/integration-tests-python.yml b/.github/workflows/integration-tests-python.yml
index bfc010b4b..32a1d0063 100644
--- a/.github/workflows/integration-tests-python.yml
+++ b/.github/workflows/integration-tests-python.yml
@@ -26,20 +26,18 @@ jobs:
       WEB_PUBSUB_CONNECTION_STRING: ${{ github.event.inputs.web_pubsub_connection_string || secrets.WEB_PUBSUB_CONNECTION_STRING }}
     strategy:
       matrix:
-        python-version: [3.9]
+        python-version: [3.10]
     steps:
-    - uses: actions/checkout@v3
-    
+    - uses: actions/checkout@v4
     - name: Set up Python ${{ matrix.python-version }}
-    uses: actions/setup-python@v2
-    with:
-      python-version: ${{ matrix.python-version }}
-
+      uses: actions/setup-python@v5
+      with:
+        python-version: ${{ matrix.python-version }}
+        cache: 'pip' # caching pip dependencies
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
-        pip install -r requirements.txt  # If you have any additional requirements
-
+        pip install -r requirements.txt
     - name: Run tests
       run: 
         pushd tests/integration-tests/python |