diff --git a/.github/workflows/enforce-labels.yml b/.github/workflows/enforce-labels.yml
index 6e1720ef..4a9320c4 100644
--- a/.github/workflows/enforce-labels.yml
+++ b/.github/workflows/enforce-labels.yml
@@ -8,18 +8,20 @@ jobs:
   require-label:
     runs-on: ubuntu-latest
     steps:
-      - uses: mheap/github-action-required-labels@v2
+      - uses: mheap/github-action-required-labels@v5
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         with:
           mode: minimum
           count: 1
-          labels: "0 diff,0 diff trivial,Non 0-diff,0 diff structural,0-diff trivial,Not 0-diff,0-diff,automatic,0-diff uncoupled"
+          labels: "0 diff,0 diff trivial,Non 0-diff,0 diff structural,0-diff trivial,Not 0-diff,0-diff,automatic,0-diff uncoupled,github_actions"
           add_comment: true
+          message: "This PR is being prevented from merging because you have not added one of our required labels: {{ provided }}. Please add one so that the PR can be merged."
+
   blocking-label:
     runs-on: ubuntu-latest
     steps:
-      - uses: mheap/github-action-required-labels@v2
+      - uses: mheap/github-action-required-labels@v5
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         with:
@@ -27,3 +29,5 @@ jobs:
           count: 0
           labels: "Contingent - DNA,Needs Lead Approval,Contingent -- Do Not Approve"
           add_comment: true
+          message: "This PR is being prevented from merging because you have added one of our blocking labels: {{ provided }}. You'll need to remove it before this PR can be merged."
+
diff --git a/.github/workflows/push-to-develop.yml b/.github/workflows/push-to-develop.yml
index 59424134..4c8a9463 100644
--- a/.github/workflows/push-to-develop.yml
+++ b/.github/workflows/push-to-develop.yml
@@ -11,20 +11,23 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout repo
-        uses: actions/checkout@v2
+        uses: actions/checkout@v4
         with:
           fetch-depth: 0
       - name: Run the action
-        uses: devops-infra/action-pull-request@v0.4
+        uses: devops-infra/action-pull-request@v0.5.5
         with:
           github_token: ${{ secrets.GITHUB_TOKEN }}
           source_branch: develop
           target_branch: release/MAPL-v3
           label: automatic,MAPL3,Skip Changelog
           template: .github/PULL_REQUEST_TEMPLATE/auto_pr_to_mapl3.md
-          get_diff: true
+          # Turning this to false until the action can get a fix for
+          # https://github.com/devops-infra/action-pull-request/issues/126
+          #get_diff: true
+          get_diff: false
           assignee: ${{ github.actor }}
           old_string: "<!-- Write your description here -->"
           new_string: ${{ github.event.commits[0].message }}
-          title: Auto PR - develop → MAPL-v3 - ${{ github.event.commits[0].message }}
+          title: Auto GitFlow - develop → MAPL-v3 - ${{ github.event.commits[0].message }}