diff --git a/.github/workflows/deploy_tests.yml b/.github/workflows/deploy_tests.yml
index 5c1e13fa..efb255eb 100644
--- a/.github/workflows/deploy_tests.yml
+++ b/.github/workflows/deploy_tests.yml
@@ -36,7 +36,7 @@ jobs:
               - 3.8.10
               - 3.9.5
         steps:
-        - uses: extractions/setup-just@v1
+        - uses: extractions/setup-just@v2
           env:
             GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         - uses: actions/checkout@v4
@@ -78,6 +78,7 @@ jobs:
             QUARTO_VERSION: "1.4.546"
             # This allows us to start Connect separately in our own docker container
             CONNECT_SERVER: "http://localhost:3939"
+            IMAGE_OS: "ubuntu22"
             remote: "yes"
           run: |
             cd integration-testing
diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 70d33771..d723ba3f 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -215,7 +215,7 @@ jobs:
           fetch-depth: 0
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-      - uses: extractions/setup-just@v1
+      - uses: extractions/setup-just@v2
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
       - name: Build Containers
@@ -261,7 +261,7 @@ jobs:
           - 3.8.10
           - 3.9.5
     steps:
-          - uses: extractions/setup-just@v1
+          - uses: extractions/setup-just@v2
             env:
               GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
           - uses: actions/checkout@v4
@@ -303,6 +303,7 @@ jobs:
 
               # This allows us to start Connect separately in our own docker container
               CONNECT_SERVER: "http://localhost:3939"
+              IMAGE_OS: "ubuntu22"
               remote: "yes"
             run: |
               cd integration-testing
diff --git a/integration-testing/docker-compose.yml b/integration-testing/docker-compose.yml
index b60f9265..2ca1db0a 100644
--- a/integration-testing/docker-compose.yml
+++ b/integration-testing/docker-compose.yml
@@ -35,6 +35,7 @@ services:
       QUARTO_VERSION: ${QUARTO_VERSION}
       PY_VERSION: ${PY_VERSION}
       API_KEY: ${ADMIN_API_KEY}
+      IMAGE_OS: ${IMAGE_OS}
 
   # customized connect built with updated quarto version
   # used for nightly deploy_tests.yml that include quarto projects