diff --git a/.azure-pipelines/azure-pipelines.yml b/.azure-pipelines/azure-pipelines.yml
index 51407b8258..9056c7d5d6 100644
--- a/.azure-pipelines/azure-pipelines.yml
+++ b/.azure-pipelines/azure-pipelines.yml
@@ -51,7 +51,7 @@ variables:
 resources:
   containers:
     - container: default
-      image: quay.io/ansible/azure-pipelines-test-container:6.0.0
+      image: quay.io/ansible/azure-pipelines-test-container:7.0.0
 
 pool: Standard
 
@@ -132,12 +132,12 @@ stages:
           nameFormat: Python {0}
           testFormat: devel/units/{0}/1
           targets:
-            - test: 3.8
             - test: 3.9
             - test: '3.10'
             - test: '3.11'
             - test: '3.12'
             - test: '3.13'
+            # - test: '3.14'
   - stage: Units_2_19
     displayName: Units 2.19
     dependsOn: []
@@ -147,7 +147,8 @@ stages:
           nameFormat: Python {0}
           testFormat: 2.19/units/{0}/1
           targets:
-            - test: 3.9
+            - test: 3.8
+            - test: "3.11"
             - test: "3.13"
   - stage: Units_2_18
     displayName: Units 2.18
@@ -159,6 +160,7 @@ stages:
           testFormat: 2.18/units/{0}/1
           targets:
             - test: 3.8
+            - test: "3.11"
             - test: "3.13"
   - stage: Units_2_17
     displayName: Units 2.17
@@ -170,6 +172,7 @@ stages:
           testFormat: 2.17/units/{0}/1
           targets:
             - test: 3.7
+            - test: "3.10"
             - test: "3.12"
   - stage: Units_2_16
     displayName: Units 2.16
@@ -425,9 +428,9 @@ stages:
 #          nameFormat: Python {0}
 #          testFormat: devel/generic/{0}/1
 #          targets:
-#            - test: '3.8'
-#            - test: '3.11'
-#            - test: '3.13'
+#            - test: '3.9'
+#            - test: '3.12'
+#            - test: '3.14'
 #  - stage: Generic_2_19
 #    displayName: Generic 2.19
 #    dependsOn: []