diff --git a/.github/workflows/airflow-operator-release-to-pypi.yml b/.github/workflows/airflow-operator-release-to-pypi.yml
index 00eac9d7ba3..03883b9d62a 100644
--- a/.github/workflows/airflow-operator-release-to-pypi.yml
+++ b/.github/workflows/airflow-operator-release-to-pypi.yml
@@ -13,9 +13,9 @@ jobs:
       - uses: actions/checkout@v3.3.0
       - uses: ./.github/workflows/go-setup
       - name: Install Protoc
-        uses: arduino/setup-protoc@v1
+        uses: arduino/setup-protoc@v2
         with:
-          version: '3.17.3'
+          version: '23.3'
           repo-token: ${{ secrets.GITHUB_TOKEN }}
       - run: go run github.com/magefile/mage@v1.14.0 -v airflowOperator
       - uses: ./.github/workflows/python-tests
diff --git a/.github/workflows/airflow-operator.yml b/.github/workflows/airflow-operator.yml
index 41deddd4a7d..39850d57941 100644
--- a/.github/workflows/airflow-operator.yml
+++ b/.github/workflows/airflow-operator.yml
@@ -56,9 +56,9 @@ jobs:
       - uses: actions/checkout@v3.3.0
       - uses: ./.github/workflows/go-setup
       - name: Install Protoc
-        uses: arduino/setup-protoc@v1
+        uses: arduino/setup-protoc@v2
         with:
-          version: '3.17.3'
+          version: '23.3'
           repo-token: ${{ secrets.GITHUB_TOKEN }}
       - run: go run github.com/magefile/mage@v1.14.0 -v airflowOperator
       - uses: ./.github/workflows/python-tests
@@ -100,9 +100,9 @@ jobs:
           mkdir -p .kube/external
           go run github.com/magefile/mage@v1.14.0 -v localdev minimal
       - name: Install Protoc
-        uses: arduino/setup-protoc@v1
+        uses: arduino/setup-protoc@v2
         with:
-          version: '3.17.3'
+          version: '23.3'
           repo-token: ${{ secrets.GITHUB_TOKEN }}
       - run: go run github.com/magefile/mage@v1.14.0 -v teste2eAirflow
 
diff --git a/.github/workflows/codeql-analysis.yml b/.github/workflows/codeql-analysis.yml
index 0fcf625935f..a9a16deb668 100644
--- a/.github/workflows/codeql-analysis.yml
+++ b/.github/workflows/codeql-analysis.yml
@@ -41,9 +41,9 @@ jobs:
       uses: actions/checkout@v3.3.0
     # The ArmadaProject.Io.Client needs the generated proto files
     - name: Install Protoc
-      uses: arduino/setup-protoc@v1
+      uses: arduino/setup-protoc@v2
       with:
-        version: '3.17.3'
+        version: '23.3'
         repo-token: ${{ secrets.GITHUB_TOKEN }}
     - uses: ./.github/workflows/go-setup
     - name: Mage Proto
diff --git a/.github/workflows/python-client-release-to-pypi.yml b/.github/workflows/python-client-release-to-pypi.yml
index dea92e7e2ca..fe5c265ca10 100644
--- a/.github/workflows/python-client-release-to-pypi.yml
+++ b/.github/workflows/python-client-release-to-pypi.yml
@@ -13,9 +13,9 @@ jobs:
       - uses: actions/checkout@v3.3.0
       - uses: ./.github/workflows/go-setup
       - name: Install Protoc
-        uses: arduino/setup-protoc@v1
+        uses: arduino/setup-protoc@v2
         with:
-          version: '3.17.3'
+          version: '23.3'
           repo-token: ${{ secrets.GITHUB_TOKEN }}
       - uses: ./.github/workflows/python-tests
         with:
diff --git a/.github/workflows/python-client.yml b/.github/workflows/python-client.yml
index a5f2d3f6f6f..f8044d3c236 100644
--- a/.github/workflows/python-client.yml
+++ b/.github/workflows/python-client.yml
@@ -83,8 +83,8 @@ jobs:
           mkdir -p .kube/external
           go run github.com/magefile/mage@v1.14.0 -v localdev minimal
       - name: Install Protoc
-        uses: arduino/setup-protoc@v1
+        uses: arduino/setup-protoc@v2
         with:
-          version: '3.17.3'
+          version: '23.3'
           repo-token: ${{ secrets.GITHUB_TOKEN }}
       - run: go run github.com/magefile/mage@v1.14.0 -v teste2epython
diff --git a/.github/workflows/python-tests/action.yml b/.github/workflows/python-tests/action.yml
index de1a825e937..645f386bf98 100644
--- a/.github/workflows/python-tests/action.yml
+++ b/.github/workflows/python-tests/action.yml
@@ -17,16 +17,16 @@ inputs:
 runs:
   using: "composite"
   steps:
-    - uses: actions/setup-python@v2
+    - uses: actions/setup-python@v4
       with:
         python-version: ${{ inputs.python-version }}
     # Tox to run tests; build to build the wheel after tests pass
     - run: pip install tox==3.27.1 build twine
       shell: bash
     - name: Install Protoc
-      uses: arduino/setup-protoc@v1
+      uses: arduino/setup-protoc@v2
       with:
-        version: '3.17.3'
+        version: '23.3'
         repo-token: ${{ inputs.github-token }}
     # Generate the proto files for python, required for later steps
     - run: go run github.com/magefile/mage@v1.14.0 -v buildPython
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 2e29c0f43ff..0ed208c541d 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -207,9 +207,9 @@ jobs:
         uses: actions/checkout@v3.3.0
 
       - name: Install Protoc
-        uses: arduino/setup-protoc@v1
+        uses: arduino/setup-protoc@v2
         with:
-          version: '3.17.3'
+          version: '23.3'
           repo-token: ${{ secrets.GITHUB_TOKEN }}
 
       - name: Set up Go