diff --git a/eng/templates/jobs/build.yml b/eng/templates/jobs/build.yml
index c53fba1..ed99244 100644
--- a/eng/templates/jobs/build.yml
+++ b/eng/templates/jobs/build.yml
@@ -27,3 +27,8 @@ jobs:
           cd $(EXTENSION_DIRECTORY)
           python -m build
         displayName: 'Build $(EXTENSION_NAME) Extension'
+      - bash: |
+          pip install pip-audit
+          cd $(EXTENSION_DIRECTORY)
+          pip-audit .
+        displayName: 'Run vulnerability scan'
diff --git a/eng/templates/official/jobs/base-unit-tests.yml b/eng/templates/official/jobs/base-unit-tests.yml
index 87b79b8..db37bd4 100644
--- a/eng/templates/official/jobs/base-unit-tests.yml
+++ b/eng/templates/official/jobs/base-unit-tests.yml
@@ -12,6 +12,8 @@ jobs:
           PYTHON_VERSION: '3.10'
         python311:
           PYTHON_VERSION: '3.11'
+        python312:
+          PYTHON_VERSION: '3.12'
 
     steps:
       - task: UsePythonVersion@0
diff --git a/eng/templates/official/jobs/blob-unit-tests.yml b/eng/templates/official/jobs/blob-unit-tests.yml
index 363e54e..b8499c7 100644
--- a/eng/templates/official/jobs/blob-unit-tests.yml
+++ b/eng/templates/official/jobs/blob-unit-tests.yml
@@ -10,6 +10,8 @@ jobs:
           PYTHON_VERSION: '3.10'
         python311:
           PYTHON_VERSION: '3.11'
+        python312:
+          PYTHON_VERSION: '3.12'
 
     steps:
       - task: UsePythonVersion@0
diff --git a/eng/templates/official/jobs/build-artifacts.yml b/eng/templates/official/jobs/build-artifacts.yml
index 2086f2b..5f12e1a 100644
--- a/eng/templates/official/jobs/build-artifacts.yml
+++ b/eng/templates/official/jobs/build-artifacts.yml
@@ -33,3 +33,8 @@ jobs:
           cd $(EXTENSION_DIRECTORY)
           python -m build
         displayName: 'Build $(EXTENSION_NAME) Extension'
+      - bash: |
+          pip install pip-audit
+          cd $(EXTENSION_DIRECTORY)
+          pip-audit .
+        displayName: 'Run vulnerability scan'
diff --git a/eng/templates/official/jobs/fastapi-unit-tests.yml b/eng/templates/official/jobs/fastapi-unit-tests.yml
index 8f8fda6..59f0678 100644
--- a/eng/templates/official/jobs/fastapi-unit-tests.yml
+++ b/eng/templates/official/jobs/fastapi-unit-tests.yml
@@ -12,6 +12,8 @@ jobs:
           PYTHON_VERSION: '3.10'
         python311:
           PYTHON_VERSION: '3.11'
+        python312:
+          PYTHON_VERSION: '3.12'
 
     steps:
       - task: UsePythonVersion@0