diff --git a/.github/workflows/test_elasticsearch_modules.yml b/.github/workflows/test_elasticsearch_modules.yml
index 271679a6..39a13be0 100644
--- a/.github/workflows/test_elasticsearch_modules.yml
+++ b/.github/workflows/test_elasticsearch_modules.yml
@@ -39,7 +39,7 @@ jobs:
         uses: actions/checkout@v5
 
       - name: Set up Python 3.8
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: 3.8
 
diff --git a/.github/workflows/test_full_stack.yml b/.github/workflows/test_full_stack.yml
index 98f27828..a774c3b2 100644
--- a/.github/workflows/test_full_stack.yml
+++ b/.github/workflows/test_full_stack.yml
@@ -51,7 +51,7 @@ jobs:
         uses: actions/checkout@v5
 
       - name: Set up Python 3.8
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: 3.8
 
diff --git a/.github/workflows/test_linting.yml b/.github/workflows/test_linting.yml
index fd415302..a271cab7 100644
--- a/.github/workflows/test_linting.yml
+++ b/.github/workflows/test_linting.yml
@@ -29,7 +29,7 @@ jobs:
         uses: actions/checkout@v5
 
       - name: Set up Python 3.
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: '3.x'
 
diff --git a/.github/workflows/test_plugins.yml b/.github/workflows/test_plugins.yml
index 22b7e824..2b69a91e 100644
--- a/.github/workflows/test_plugins.yml
+++ b/.github/workflows/test_plugins.yml
@@ -32,7 +32,7 @@ jobs:
         uses: actions/checkout@v5
 
       - name: Set up Python 3.
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: '3.x'
 
@@ -61,7 +61,7 @@ jobs:
         uses: actions/checkout@v5
 
       - name: Set up Python 3.9.14
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: 3.9.14
 
@@ -107,7 +107,7 @@ jobs:
         uses: actions/checkout@v5
 
       - name: Set up Python ${{ matrix.python_version }}
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: ${{ matrix.python_version }}
 
@@ -146,7 +146,7 @@ jobs:
         uses: actions/checkout@v5
 
       - name: Set up Python 3.9.14
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: 3.9.14
 
@@ -185,7 +185,7 @@ jobs:
         uses: actions/checkout@v5
 
       - name: Set up Python 3.9.14
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: 3.9.14
 
diff --git a/.github/workflows/test_role_beats.yml b/.github/workflows/test_role_beats.yml
index e8a2ed54..7db6e431 100644
--- a/.github/workflows/test_role_beats.yml
+++ b/.github/workflows/test_role_beats.yml
@@ -48,7 +48,7 @@ jobs:
         uses: actions/checkout@v5
 
       - name: Set up Python 3.8
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: 3.8
 
diff --git a/.github/workflows/test_role_elasticsearch.yml b/.github/workflows/test_role_elasticsearch.yml
index f49223b1..8d51638f 100644
--- a/.github/workflows/test_role_elasticsearch.yml
+++ b/.github/workflows/test_role_elasticsearch.yml
@@ -54,7 +54,7 @@ jobs:
         uses: actions/checkout@v5
 
       - name: Set up Python 3.8
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: 3.8
 
diff --git a/.github/workflows/test_role_kibana.yml b/.github/workflows/test_role_kibana.yml
index 6e4670e1..6832b437 100644
--- a/.github/workflows/test_role_kibana.yml
+++ b/.github/workflows/test_role_kibana.yml
@@ -49,7 +49,7 @@ jobs:
         uses: actions/checkout@v5
 
       - name: Set up Python 3.8
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: 3.8
 
diff --git a/.github/workflows/test_role_logstash.yml b/.github/workflows/test_role_logstash.yml
index c38ea517..f0134c98 100644
--- a/.github/workflows/test_role_logstash.yml
+++ b/.github/workflows/test_role_logstash.yml
@@ -54,7 +54,7 @@ jobs:
         uses: actions/checkout@v5
 
       - name: Set up Python 3.8
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: 3.8
 
diff --git a/.github/workflows/test_role_repos.yml b/.github/workflows/test_role_repos.yml
index a4f6e77c..a8b6417b 100644
--- a/.github/workflows/test_role_repos.yml
+++ b/.github/workflows/test_role_repos.yml
@@ -59,7 +59,7 @@ jobs:
         uses: actions/checkout@v5
 
       - name: Set up Python 3.8
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: 3.8
 
diff --git a/.github/workflows/test_roles_pr.yml b/.github/workflows/test_roles_pr.yml
index a12ebd2c..389236b3 100644
--- a/.github/workflows/test_roles_pr.yml
+++ b/.github/workflows/test_roles_pr.yml
@@ -47,7 +47,7 @@ jobs:
         uses: actions/checkout@v5
 
       - name: Set up Python 3.8
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: 3.8